US20040022177A1 - Adaptive modulation and coding - Google Patents

Adaptive modulation and coding Download PDF

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Publication number
US20040022177A1
US20040022177A1 US10/629,386 US62938603A US2004022177A1 US 20040022177 A1 US20040022177 A1 US 20040022177A1 US 62938603 A US62938603 A US 62938603A US 2004022177 A1 US2004022177 A1 US 2004022177A1
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threshold value
signal transmission
transmission quality
base station
signal
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US10/629,386
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Yassin Awad
Michiharu Nakamura
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Fujitsu Ltd
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Fujitsu Ltd
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Publication of US20040022177A1 publication Critical patent/US20040022177A1/en
Priority to US11/783,159 priority Critical patent/US8576771B2/en
Priority to US11/783,156 priority patent/US8488520B2/en
Priority to US11/783,158 priority patent/US20070189211A1/en
Priority to US11/783,157 priority patent/US8665781B2/en
Priority to US11/783,155 priority patent/US8121072B2/en
Abandoned legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0023Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
    • H04L1/0026Transmission of channel quality indication
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B1/00Details of transmission systems, not covered by a single one of groups H04B3/00 - H04B13/00; Details of transmission systems not characterised by the medium used for transmission
    • H04B1/69Spread spectrum techniques
    • H04B1/707Spread spectrum techniques using direct sequence modulation
    • H04B1/7073Synchronisation aspects
    • H04B1/7075Synchronisation aspects with code phase acquisition
    • H04B1/70755Setting of lock conditions, e.g. threshold
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0002Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate
    • H04L1/0003Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the transmission rate by switching between different modulation schemes
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0009Systems modifying transmission characteristics according to link quality, e.g. power backoff by adapting the channel coding
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0015Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the adaptation strategy
    • H04L1/0019Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the adaptation strategy in which mode-switching is based on a statistical approach
    • H04L1/0021Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the adaptation strategy in which mode-switching is based on a statistical approach in which the algorithm uses adaptive thresholds
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0023Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
    • H04L1/0025Transmission of mode-switching indication
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/0001Systems modifying transmission characteristics according to link quality, e.g. power backoff
    • H04L1/0023Systems modifying transmission characteristics according to link quality, e.g. power backoff characterised by the signalling
    • H04L1/0028Formatting
    • H04L1/0031Multiple signaling transmission
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/12Arrangements for detecting or preventing errors in the information received by using return channel
    • H04L1/16Arrangements for detecting or preventing errors in the information received by using return channel in which the return channel carries supervisory signals, e.g. repetition request signals
    • H04L1/18Automatic repetition systems, e.g. Van Duuren systems
    • H04L1/1812Hybrid protocols; Hybrid automatic repeat request [HARQ]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/16Central resource management; Negotiation of resources or communication parameters, e.g. negotiating bandwidth or QoS [Quality of Service]
    • H04W28/18Negotiating wireless communication parameters

Definitions

  • the present invention relates to adaptive modulation and coding methods and apparatus for use, for example, in wireless communication systems.
  • FIG. 1 shows parts of a wireless communication system 1 .
  • the system includes a plurality of base stations 2 , only one of which is shown in FIG. 1.
  • the base station 2 serves a cell in which a plurality of individual users may be located.
  • Each user has an individual user equipment (UE). Only the user equipments UE 2 , UE 11 and UE 50 are shown in FIG. 1.
  • Each UE is, for example, a portable terminal (handset) or portable computer.
  • a code-division multiple access (CDMA) system the signals transmitted to different UEs from the base station (also known as “node B”) are distinguished by using different channelisation codes.
  • a high speed downlink packet access (HSDPA) technique has been proposed for transmitting data in the downlink direction (from the base station to the UEs).
  • HSDPA high speed downlink packet access
  • a plurality of channels are available for transmitting the data.
  • These channels have different channelisation codes. For example, there may be ten different channels C 1 to C 10 available for HSDPA in a given cell or sector of a cell.
  • downlink transmissions are divided up into a series of transmission time intervals (TTI) or frames, and a packet of data is transmitted on each different available channel to a selected UE.
  • TTI transmission time intervals
  • FIG. 2 shows an example of the operation of the HSDPA technique over a series of transmission time intervals TTI 1 to TTI 9 .
  • TTI 1 it is determined that two packets will be sent to UE 50 , four packets will be sent to UE 11 and four packets will be sent to UE 2 .
  • two channels are allocated to UE 50 and four channels each are allocated to UE 11 and UE 2 .
  • UE 50 is allocated channels C 1 and C 2
  • UE 11 is allocated channels C 3 to C 6
  • UE 2 is allocated channels C 7 to C 10 .
  • TTI 2 a new user equipment UE 1 is sent one packet, and the remaining UEs specified in TTI 1 continue to receive packets.
  • the HSDPA system employs a number of parallel shared channels to transmit data in packet form from the base station to the different UEs.
  • This system is expected to be used, for example, to support world wide web (WWW) browsing.
  • WWW world wide web
  • CSI channel state information
  • RNC radio network controller
  • the HSDPA system may also use a control technique referred to as an adaptive modulation and coding scheme (AMCS) to enable the base station to select different modulation and/or coding schemes under different channel conditions.
  • AMCS adaptive modulation and coding scheme
  • FIG. 3 shows an example of the variation of a signal-to-interference ratio (SIR) a downlink channel for four different users over a series of 5000 TTIs. This plot was obtained by a simulation. As illustrated, for a given UE the range of SIR values may be as much as from around +12 dB to ⁇ 15 dB. The SIR value varies due to shadowing, Rayleigh fading, and change in distribution of the mobile UEs, as well as cellular area specifications including the propagation parameters and speeds of UEs.
  • SIR signal-to-interference ratio
  • FIG. 4 is a graph illustrating a relationship between a data transmission rate (throughput) and signal-to-interference ratio for four different modulation and coding combinations, also referred to as modulation-and-coding scheme (MCS) levels.
  • the first three levels (MCS 8 , MCS 6 and MCS 5 ) are all quadrature amplitude modulation (QAM) schemes which differ from one another in the number (64 or 16) of constellation points used.
  • the fourth level (MCS 1 ) uses quadrature phase shift keying (QPSK) as its modulation scheme.
  • QAM quadrature amplitude modulation
  • QPSK quadrature phase shift keying
  • Each level uses coding defined by a coding parameter which, in this example, is expressed as a redundancy rate R.
  • a redundancy rate R For the first two levels MCS 8 and MCS 6 the redundancy rate R is 3 ⁇ 4, and for the third and fourth levels MCS 5 and MCS 1 the redundancy rate is 1 ⁇ 2.
  • the characteristic for this MCS level is illustrated by crosses in the figure.
  • a technique such as adaptive modulation and coding (AMC) is used to adapt the MCS level in accordance with the variations of the channel condition (e.g. SIR value).
  • AMC adaptive modulation and coding
  • Each UE produces a measure of the SIR of a downlink channel from the base station, and reports this measure (SIR value) to the base station.
  • the base station then employs the reported SIR values for each UE, as well as information relating to the system limitations and available MCS levels, to identify the most efficient MCS level for the particular UE.
  • the selection can be carried out, for example, by imposing thresholds (e.g. ThO1, ThO2 and ThO3, as shown in FIG. 4) for moving to the next MCS level. Effectively, the result is a classification of the transmission rates based on the channel quality of each UE.
  • each UE reports a SIR value in every TTI and the base station is capable of setting a new MCS level for each available channel in every TTI.
  • the HSDPA system may also employ a hybrid automatic repeat request (H-ARQ) technique.
  • H-ARQ hybrid automatic repeat request
  • FIG. 5 is a schematic diagram for use in explaining how the H-ARQ technique works.
  • the technique is a so-called stop-and-wait (SAW) version of the technique.
  • the figure shows packet transmissions in a single downlink channel HSPDSCH1 over a series of successive TTIs, TTI 1 to TTI 9 .
  • TTI 2 a first packet is transmitted to UE 1 .
  • each UE Upon receiving a packet, each UE checks whether the transmission was error-free. If so, the UE sends an acknowledge message ACK back to the base station using an uplink control channel such as the dedicated physical control channel (DPCCH). If there was an error in the transmission of the received packet, the UE sends a non-acknowledge message NACK back to the base station using the uplink channel.
  • DPCCH dedicated physical control channel
  • the first packet transmitted to UE 1 in TTI 2 fails to be received error-free, and accordingly some time later, in TTI 4 , UE 1 sends the NACK message to the base station.
  • UE 1 sends the NACK message to the base station.
  • H-ARQ H-ARQ technique it is permitted for the next packet destined for a particular UE to be transmitted without waiting for the acknowledge or non-acknowledge message of a packet previously transmitted to the same UE.
  • none of the transmission timeslots can go idle in the case of error-free channels, which gives the ability to schedule UEs freely. System capacity is saved while the overall performance of the system in terms of delivered data is improved.
  • the base station before the NACK message for the first packet of UE 1 is received by the base station, the base station transmits a second packet to UE 1 in TTI 4 .
  • this second packet for UE 1 is transmitted before the first packet for UE 1 is retransmitted in TTI 7 in response to the NACK message for the first transmission of the first packet.
  • an erroneously-received packet (failed packet) is subject to a so-called chase combining process.
  • a failed packet is resent by the transmitter and subsequently the receiver “soft” combines (for example using maximal ratio combining) all received copies of the same packet.
  • the final SIR is determined as the sum of the respective SIRs of the two packets being combined.
  • the chase combining process improves the SIR of the transmitted packets.
  • NEC and Telecom MODUS jointly proposed an AMCS technique in which the thresholds for switching between different MCS levels are adjusted based on the ACK/NACK signalling from the UE. If NACK is signalled, the base station increases the thresholds by an upward amount S1. If ACK is signalled, the base station decreases the thresholds by a downward amount S2. The adjustments to the thresholds are limited and, for simplicity, the differences between thresholds may be fixed. The ratio between the upward amount S1 and the downward amount S2 may be determined based on the target error rate.
  • This AMCS method adjusts the thresholds between MCS levels to try to take into account different operating conditions in the wireless communication system.
  • the optimum MCS levels under any particular signal conditions depend on the Doppler frequency (i.e. the speed at which the UE is moving) and the multi-path propagation conditions.
  • FIG. 6 shows the effect of the UE speed on the throughput-vs.-SIR characteristic for each of the different MCS levels in FIG. 4.
  • FIG. 6 shows that throughput declines as UE speed increases. It can also be seen that the optimum thresholds for switching between MCS levels are also changed as the UE speed changes.
  • FIG. 6 relates to a single-path Rayleigh fading mode.
  • FIG. 7 shows the effect of different UE speeds under path conditions of two equal-gain paths. It can be seen that the characteristics are very different from FIG. 6, and it is clear that the optimum thresholds are changed as the path conditions change.
  • NEC/Telecom MODUS changes the thresholds as the operating conditions change but the method does not provide a satisfactory solution as it increases or decreases the threshold each time an ACK or NACK message is received, i.e. every frame. This appears to result in relatively poor performance at lower MCS levels for path conditions in which there is effectively a single dominant path, for example in open countryside.
  • an adaptive modulation and coding method comprises selecting one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver. The selection is based on a comparison between a signal transmission quality and a threshold value. The method also comprises adjusting the threshold value when the signal transmission quality is within a predetermined range of the threshold value, and maintaining the threshold value unchanged when the signal transmission quality is outside that range.
  • the threshold values are adjusted to take account of the prevailing signal transmission conditions but to a more limited extent than in previous proposals. This leads to improved throughput performance, especially under path conditions involving a single dominant path.
  • the signal transmission quality may be a signal-to-interference ratio, and may be measured by the receiver. The signal transmission quality may be measured based on the actual signal to which AMCS is being applied or on another signal, such as a pilot signal.
  • the threshold value may be increased by an upward amount when the signal is not received successfully by the receiver, and may be decreased by a downward amount when the signal is received successfully by the receiver.
  • the receiver is required to monitor whether the signal is received successfully, so using this information to help adjust the threshold value does not require any new information to be generated.
  • the threshold value may be increased by an upward amount when the received signal fails the cyclic redundancy check, and may be decreased by a downward amount when the received signal passes the cyclic redundancy check.
  • CRC cyclic redundancy check
  • the upward amount may be different from the downward amount.
  • the downward amount is smaller than the upward amount.
  • the received signal should be received successfully (e.g. pass the CRC) more frequently than it is received unsuccessfully (e.g. fail the CRC). Accordingly, to achieve stable adjustment or stability in the system, the downward amount, which is expected to be applied more often than the upward amount, should be smaller than the upward amount. If the signal transmission conditions are expected to be poor, on the other hand, the downward amount could be set higher than the upward amount.
  • a ratio of the downward amount to the upward amount may be dependent upon a target error rate of the received signal.
  • This target error rate is a measure of the expected success in receiving the signal.
  • the ratio of the downward amount to the upward amount is made equal to the ratio of the number of times the signal is received unsuccessfully to the number of times the signal is received successfully, i.e. the target error rate divided by 1 minus that error rate. In this way, the lower the target error rate the lower the ratio between the downward amount and the upward amount.
  • the downward amount and/or the upward amount is/are dependent upon a difference between the threshold value and the signal transmission quality. For example, the or each amount increases as the difference decreases. This has the effect of magnifying the adjustment amounts near to the threshold value, whilst limiting any adjustments further away from the threshold value.
  • each the threshold value is adjusted only when the signal transmission quality is within a predetermined range of the threshold value concerned.
  • the predetermined range for at least one threshold value may be different from the predetermined range for another the threshold value. This may be desirable as different levels have quite different characteristics, at least under some channel conditions. Having the ability to set different predetermined ranges for different thresholds can enable these differences to be taken into account.
  • the predetermined range may be set by a single value ⁇ so that it extends from the threshold value minus ⁇ to the threshold value plus ⁇ .
  • the range may be set by two different values ⁇ 1 and ⁇ 2 so that it extends from the threshold value minus ⁇ 1 to the threshold value plus ⁇ 2 .
  • having the ability to set different values ⁇ 1 and ⁇ 2 for the predetermined range can enable the different characteristics of MCS levels to be taken into account.
  • the adjusting step and the selecting step are carried out in the receiver, and the receiver reports the selected level to the transmitter.
  • the receiver reports the signal transmission quality to the transmitter, and the adjusting step and selecting step are carried out in the transmitter.
  • the selecting step may be carried out after the adjusting step so that the selection is based on the threshold values after any adjustments have been applied. Alternatively, the selecting step may be carried out before the adjusting step.
  • the selecting step it may also be desirable to make the selection dependent on whether or not the signal was received successfully. For example, if the signal was not received successfully, a move to a higher level may be prevented, even if the signal transmission quality is now greater than the adjusted threshold value.
  • the method may be used in any communication system having a transmitter and a receiver in which an AMCS method is applicable.
  • the method may be used in a cellular wireless communication system, in which case the transmitter may be a base station of the wireless communication system, and the receiver may be a user equipment of the system.
  • the method is particularly useful in an HSDPA system, in which case the signal to which AMCS is applied is a downlink packet access signal.
  • adaptive modulation and coding apparatus comprises a level selecting unit which selects one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver. The selection is based upon a comparison between a signal transmission quality and a threshold value.
  • the apparatus also comprises a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable when the signal transmission quality is outside that range, to maintain the threshold value unchanged.
  • a user equipment for use in a wireless communication system.
  • the user equipment comprises a level selecting unit which selects one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between a signal transmission quality and a threshold value.
  • the user equipment also comprises a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged.
  • a reporting unit reports the selected level to the base station.
  • a base station for use in a wireless communication system.
  • the base station comprises a report receiving unit which receives from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment.
  • a level selecting unit selects one of a plurality of different available modulation and coding levels to apply to a downlink signal transmitted from the base station to the user equipment. The selection is based upon a comparison between the reported downlink signal transmission quality and a threshold value.
  • a threshold value adjusting unit is operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged.
  • an AMCS method embodying the invention is likely to be implemented at least in part by a processor in the user equipment or in the base station which runs an operating program.
  • an operating program which, when run on a processor in a user equipment of a wireless communication system, causes the user equipment to carry out certain steps of the method.
  • One step is to select one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between a signal transmission quality and a threshold value.
  • the threshold value is adjusted, and, when the signal transmission quality is outside that range, the threshold value is maintained unchanged.
  • the selected level is reported to the base station.
  • an operating program which, when run on a processor in a base station of a wireless communication system, causes the base station to carry out certain steps.
  • One step is receiving from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment.
  • Another step is selecting one of a plurality of different available modulation and coding levels to be applied by the base station to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between the reported downlink signal transmission quality and a threshold value.
  • the threshold value is adjusted, and when the signal transmission quality is outside that range, the threshold value is maintained unchanged.
  • control circuitry for use in a user equipment or base station which control circuitry carries out the steps of the fifth and sixth aspects.
  • FIG. 1 shows parts of a wireless communication system employing a HSDPA technique for downlink transmissions
  • FIG. 2 shows an example of the operation of the HSDPA technique in the FIG. 1 system
  • FIG. 3 is a graph illustrating an example variation in signal-to-interference ratio of a downlink channel over a series of transmission time intervals for four different UEs in a wireless communication system
  • FIG. 4 is a graph for use in explaining an adaptive modulation and coding technique
  • FIG. 5 is a schematic diagram for use in explaining an automatic repeat request process
  • FIG. 6 is a graph corresponding to FIG. 4 for illustrating how a UE speed affects operation of an adaptive modulation and coding technique
  • FIG. 7 is another graph for illustrating how different path conditions affect the operation of an adaptive modulation and coding technique
  • FIG. 8 is a flowchart for use in explaining an AMCS method according to a first embodiment of the present invention.
  • FIG. 9 is a schematic view of parts of a wireless communication system for explaining signalling used therein;
  • FIGS. 10 to 13 are graphs for comparing operation of an AMC method embodying the present invention with conventional methods under different UE speed and path conditions;
  • FIG. 14 is a schematic diagram for use in explaining a modification to the FIG. 8 method
  • FIGS. 15 (A) and 15 (B) are schematic diagrams for use in explaining how to set an upward amount used in the FIG. 8 method
  • FIG. 16 is a flowchart for use in explaining an AMCS method according to a second embodiment of the present invention.
  • FIG. 17 presents a table giving detailed parameters of different MCS levels.
  • FIGS. 18 (A) to 18 (C) present respective I-Q diagrams showing constellation points for example MCS levels.
  • FIG. 8 is a flowchart for use in explaining an AMCS method according to a first embodiment of the present invention.
  • the UE selects the appropriate MCS level for each frame of the downlink signal and reports the selected level to the base station.
  • the method is used to adapt the MCS level of a downlink packet access signal in an HSDPA system.
  • FIG. 9 is a schematic view for explaining signalling in the first embodiment.
  • a common pilot channel (CPICH) is used to broadcast a signal to all UEs in the cell served by the base station, in order to enable each UE to measure a downlink channel quality based on the CPICH signal.
  • a high-speed downlink shared channel HS-DSCH is used to transmit packet data to a UE.
  • a high-speed shared control channel HS-SCCH is used to carry transport format and resource related information (TFIR). This TFIR is, for example, 8 bits and includes information regarding a channelisation code, a MCS level, and a transport block size.
  • the HS-SCCH also carries HARQ related information.
  • This HARQ information is, for example, 12 bits and includes a HARQ process number, a redundancy version, a new data indicator, and a UE ID.
  • a dedicated physical channel DPCH is optionally employed to transmit a high-speed data control signal for indicating whether or not the high-speed packet mode is in use.
  • Uplink signalling is carried out using a high-speed dedicated physical control channel HS-DPCCH.
  • This channel is used to transmit a channel quality indicator, an HARQ acknowledgement (ACK/NACK) and, in the present embodiment, a MCS level selected by the UE.
  • ACK/NACK HARQ acknowledgement
  • the AMCS method according to the first embodiment operates on a frame-by-frame basis.
  • TTI downlink frame
  • step S 1 the UE produces a measure of downlink channel quality.
  • This measure is, for example, based on the CPICH and represents a ratio of a received power Î or of the CPICH signal to background noise including interference I OC .
  • the ratio Î or /I OC is a signal-to-interference ratio.
  • step S 1 the UE carries out a cyclic redundancy check (CRC) on the current frame of the HS-DSCH signal.
  • CRC cyclic redundancy check
  • step S 2 the measure of downlink channel quality produced in step S 1 is compared with a set of threshold values held by the UE for MCS selection purposes. There is one such threshold value for each pair of adjacent MCS levels. These threshold values correspond to the threshold values Th01, Th02 and Th03 described with reference to FIG. 4 above. Based on the comparison, it is determined whether or not the measure of downlink channel quality is within a predetermined range ⁇ dB of one of the threshold values. As described later in more detail, ⁇ may be different for different threshold values in the set.
  • each threshold value there may be two ⁇ -values, ⁇ 1 and ⁇ 2 , and the downlink channel quality measure is considered to be within the predetermined range if it is greater than the threshold value less ⁇ 1 and less than the threshold value plus ⁇ 2 .
  • step S 7 the downlink channel quality measure is compared with the different threshold values and the appropriate MCS level is selected based on the comparison.
  • MCS 8 is selected; if the measure is between the threshold values Th02 and Th03 MCS 6 is selected; if the measure is between the threshold values Th01 and Th02, MCS 5 is selected, and if the measure is less than the threshold value Th01, MCS 1 is selected.
  • the selected MCS level is reported to the base station using the HS-DPCCH.
  • step S 4 it is determined whether the CRC result in step S 1 was a pass or fail. If the result was a pass, i.e. the ACK message was sent from the UE back to the base station, the threshold value that has found to be within the predetermined range is decreased by a downward amount ⁇ Down in step S 5 . If, on the other hand, the CRC result was a fail, i.e. the NACK message was sent by the UE back to the base station, the threshold value found to be within the predetermined range is increased by an upward amount ⁇ Up in step S 6 .
  • steps S 5 and S 6 only the threshold value found to be within the predetermined range of the downlink channel quality message is changed. Each of the remaining threshold values is left unchanged.
  • step S 5 or step S 6 processing proceeds to step S 7 to select the appropriate MCS level for the next downlink frame. In this case, therefore, the selection is made based on the updated set of threshold values.
  • the threshold values are adjusted according to whether the downlink signal was received successfully by the UE or not (steps S 4 to S 6 ) as in the previous joint proposal of NEC and MODUS Telecom described in the introduction.
  • the present embodiment only adjusts a threshold value if the downlink channel quality measure is within a predetermined range of that value. Otherwise, no change is made to the threshold values (step S 3 ). This has the effect of limiting the changes to the threshold values in use of the method.
  • this simple measure provides a significant improvement in performance of the AMCS method, as will now be explained with reference to FIGS. 10 to 13 .
  • FIG. 10 shows a throughput versus downlink channel quality characteristic for a first conventional AMCS method having fixed threshold values (solid line), a second conventional AMCS method according to the joint NEC/MODUS Telecom proposal having adjustable threshold values (dotted line), and an AMCS method embodying the present invention (dashed line).
  • FIG. 10 assumes that the UE is moving at a low speed of 3 kph and that the channel estimation carried out by the UE is perfect.
  • an AMCS method embodying the present invention provides a significant improvement in performance over both conventional methods, over a very wide range of downlink channel qualities (e.g. from ⁇ 6 dB to +16 dB).
  • the second conventional method has a significant dip in performance under the single path condition for downlink channel qualities in the range from about ⁇ 10 dB to +4 dB. This dip is thought to arise from a bunching of the threshold values under the single dominant path condition.
  • FIG. 11 shows the corresponding results for the three methods, again under single path conditions, but with the UE moving at a medium speed of 60 kph. In this case, also, it is evident that the AMCS method embodying the present invention avoids the undesirable dip in the second conventional method.
  • FIG. 12 shows some results obtained under two-equal-gain path conditions for the three different methods, and also shows (for comparison purposes) the performance of the first conventional method and a method embodying the present invention for single-path conditions.
  • the UE is assumed to be moving at 3 kph as in FIG. 10.
  • FIG. 13 shows results corresponding to FIG. 12 but for a UE moving at a very high speed of 120 kph.
  • a method embodying the present invention outperforms both the conventional methods, in particular the first conventional method (fixed thresholds) which has a significant performance dip for downlink channel qualities between +4 and +24 dB.
  • FIG. 14 shows the threshold value Th02 used for selecting between MCS 5 and MCS 6 , and the threshold value Th03 used for selecting between MCS 6 and MCS 8 . Assume that the threshold values have been adjusted as necessary in step S 5 or S 6 or maintained unchanged in step S 3 and that the current MCS level is MCS 6 .
  • the MCS level is maintained unchanged in step S 7 .
  • the MCS level is reduced from its current level MCS 6 to a lower level MCS 5 .
  • the MCS level is not automatically increased to MCS 8 as in step S 7 as previously described. Instead, the MCS level is maintained at its current level MCS 6 when the CRC result is a failure, and only increased to MCS 8 when the CRC result is a pass. In this way, selection of a higher MCS level, although suggested by the threshold value comparison, is prevented if the signal is not received successfully.
  • the value ⁇ (or pair of values ⁇ 1 and ⁇ 2 ) can be different for each threshold value.
  • a typical value of ⁇ is 1 dB.
  • FIG. 7, discussed in the introduction showed that when the path conditions are two equal-gain paths, and the fading model is a Rayleigh fading model, MCS 6 always achieves a greater throughput than MCS 8 .
  • the threshold value Th03 for selecting between MCS 6 and MCS 8 is redundant, which is equivalent to it having an infinite value. This suggests that Th03 can vary in a very wide range. In this case ⁇ 2 for Th03 can be chosen to be arbitrarily large or even infinite.
  • the target frame error rate may be different for each different threshold value.
  • a FER value of around 10 to 15% may be considered typical.
  • the target FER could alternatively be a target FER value for the currently-selected MCS level, for example a target value for a quality measure in the middle of the band of quality measures over which that MCS level is selected.
  • ⁇ Up 0 is an initial value of ⁇ Up
  • Thx is the threshold value being adjusted
  • SIR is the present downlink channel quality measure
  • a and b are constants.
  • a>0 a sensible value could be 0.25 to 1
  • b ⁇ 0 a sensible value could be 0.25 to 1
  • Equation (3) results in a relationship between ⁇ Up and the difference between SIR and Thx as shown in FIG. 15(B). Equation (1) may be used to set ⁇ Down in this case also.
  • Equations (2) and (3) have the effect of increasing ⁇ Up (and ⁇ Down) when the downlink channel quality measure becomes closer to one of the current threshold values.
  • a first step S 10 the UE produces a measure of downlink channel quality and also carries out a cyclic redundancy check on the current frame of the HS-DSCH.
  • the downlink signal quality measure and the CRC result are reported by the UE to the base station via the HS-DPCCH.
  • the base station then carries out steps S 11 to S 15 , which correspond respectively to the steps S 2 to S 6 in FIG. 6, except that the operations are in this case carried out in the base station rather than in the UE.
  • step S 16 the base station selects the MCS level for the next downlink frame based on the threshold values (in the same way as the UE did in step S 7 in FIG. 8).
  • the MCS selection made according to the downlink channel quality measure may be overridden by the base station, for example depending on the amount of data waiting at the base station for transmission to the UE concerned.
  • MCS 1 , MCS 5 , MCS 6 and MCS 8 available MCS levels
  • MCS 8 available MCS levels
  • FIG. 17 A table showing the characteristics of MCS levels 1 to 8 as an example is presented in FIG. 17.
  • Quadrature phase shift keying has 2 bits per symbol
  • 8 phase shift keying (8 PSK) has 3 bits per symbol
  • 16 quadrature amplitude amplitude modulation (16 QAM) has 4 bits per symbol
  • 64 quadrature amplitude amplitude modulation 64 QAM has 6 bits per symbol.
  • QPSK Quadrature phase shift keying
  • 8 PSK 8 phase shift keying
  • 16 QAM quadrature amplitude amplitude modulation
  • 64 QAM quadrature amplitude amplitude modulation
  • Each scheme results in 2 ⁇ circumflex over ( ) ⁇ n constellation points, where n is the number of bits per symbol.
  • the constellation points in I-Q signal space are shown for 8 PSK, 16 QAM and 64 QAM in FIGS. 18 (A) to (C) respectively.
  • TDMA time-division multiple access
  • WDMA wavelength-division multiple access
  • FDMA frequency-division multiple access
  • SDMA space-division multiple access
  • DSP digital signal processor

Abstract

An adaptive modulation and coding method comprises selecting (S7) one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver. The selection is based on a comparison between a signal transmission quality (Îor/Ioc) and one or more threshold values. The or each threshold value is adjusted (S5, S6) when the signal transmission quality is within a predetermined range of that threshold value, and is maintained unchanged (S3) when the signal transmission quality is outside that range.
By maintaining the threshold value unchanged when the signal transmission quality is outside the range of that value the adjustments to the threshold value(s) are limited, whilst still enabling the threshold value(s) to take account of prevailing signal transmission conditions. This leads to improved throughput performance, especially under path conditions involving a single dominant path.

Description

    BACKGROUND OF THE INVENTION
  • 1. Field of the Invention [0001]
  • The present invention relates to adaptive modulation and coding methods and apparatus for use, for example, in wireless communication systems. [0002]
  • 2. Description of the Related Art [0003]
  • FIG. 1 shows parts of a [0004] wireless communication system 1. The system includes a plurality of base stations 2, only one of which is shown in FIG. 1. The base station 2 serves a cell in which a plurality of individual users may be located. Each user has an individual user equipment (UE). Only the user equipments UE2, UE11 and UE50 are shown in FIG. 1. Each UE is, for example, a portable terminal (handset) or portable computer.
  • As is well known, in a code-division multiple access (CDMA) system the signals transmitted to different UEs from the base station (also known as “node B”) are distinguished by using different channelisation codes. In so-called third generation wireless communication systems a high speed downlink packet access (HSDPA) technique has been proposed for transmitting data in the downlink direction (from the base station to the UEs). In this technique a plurality of channels are available for transmitting the data. These channels have different channelisation codes. For example, there may be ten different channels C[0005] 1 to C10 available for HSDPA in a given cell or sector of a cell. In HSDPA, downlink transmissions are divided up into a series of transmission time intervals (TTI) or frames, and a packet of data is transmitted on each different available channel to a selected UE. A new choice of which UE is served by which channel can be made in each TTI.
  • FIG. 2 shows an example of the operation of the HSDPA technique over a series of transmission time intervals TTI[0006] 1 to TTI9. As shown in FIG. 2, in TTI1 it is determined that two packets will be sent to UE50, four packets will be sent to UE11 and four packets will be sent to UE2. Accordingly, two channels are allocated to UE50 and four channels each are allocated to UE11 and UE2. Thus, as shown in FIG. 1, UE50 is allocated channels C1 and C2, UE11 is allocated channels C3 to C6, and UE2 is allocated channels C7 to C10.
  • In the next transmission time interval TTI[0007] 2 a new user equipment UE1 is sent one packet, and the remaining UEs specified in TTI1 continue to receive packets.
  • Thus, effectively the HSDPA system employs a number of parallel shared channels to transmit data in packet form from the base station to the different UEs. This system is expected to be used, for example, to support world wide web (WWW) browsing. [0008]
  • In the HSDPA system, channel state information (CSI) is made available to both the transmitter and the receiver, in order to realise a robust communication system structure. The HSDPA system is intended to increase the transmission rates and throughput, and to enhance the quality of service (QoS) experienced by different users. It transfers most of the functions from the base station controller (also known as the radio network controller or RNC) to the base transceiver station (node B). [0009]
  • The HSDPA system may also use a control technique referred to as an adaptive modulation and coding scheme (AMCS) to enable the base station to select different modulation and/or coding schemes under different channel conditions. [0010]
  • The signal transmission quality for a channel between the transmitter and a receiver (UE) varies significantly over time. FIG. 3 shows an example of the variation of a signal-to-interference ratio (SIR) a downlink channel for four different users over a series of 5000 TTIs. This plot was obtained by a simulation. As illustrated, for a given UE the range of SIR values may be as much as from around +12 dB to −15 dB. The SIR value varies due to shadowing, Rayleigh fading, and change in distribution of the mobile UEs, as well as cellular area specifications including the propagation parameters and speeds of UEs. [0011]
  • FIG. 4 is a graph illustrating a relationship between a data transmission rate (throughput) and signal-to-interference ratio for four different modulation and coding combinations, also referred to as modulation-and-coding scheme (MCS) levels. The first three levels (MCS[0012] 8, MCS6 and MCS5) are all quadrature amplitude modulation (QAM) schemes which differ from one another in the number (64 or 16) of constellation points used. The fourth level (MCS1) uses quadrature phase shift keying (QPSK) as its modulation scheme.
  • Each level uses coding defined by a coding parameter which, in this example, is expressed as a redundancy rate R. For the first two levels MCS[0013] 8 and MCS6 the redundancy rate R is ¾, and for the third and fourth levels MCS5 and MCS1 the redundancy rate is ½.
  • As can be seen from FIG. 4, for SIR values lower than around −4 dB MCS[0014] 1 (QPSK, R=½) is the best available option. The characteristic of this level is plotted with circles in the figure.
  • For SIR values in the range from around −4 dB to around +2 dB, MCS[0015] 5 (16 QAM, R=½) provides the best transmission rate. The characteristic for this MCS level is illustrated by crosses in the figure.
  • For SIR values between around +2 dB and +8 dB MCS[0016] 6 (16 QAM, R=¾) provides the best transmission rate. The characteristic for this MCS level is illustrated by diamond points in the figure.
  • Finally, for SIR values greater than around +8 dB, MCS[0017] 8 (64 QAM, R=¾) provides the best transmission rate. The characteristic of this combination is illustrated by square points in the figure.
  • In the HSDPA system a technique such as adaptive modulation and coding (AMC) is used to adapt the MCS level in accordance with the variations of the channel condition (e.g. SIR value). Each UE produces a measure of the SIR of a downlink channel from the base station, and reports this measure (SIR value) to the base station. The base station then employs the reported SIR values for each UE, as well as information relating to the system limitations and available MCS levels, to identify the most efficient MCS level for the particular UE. Thus, UEs that have better channels or are located in the vicinity of the base station can employ higher levels of MCS and therefore enjoy higher transmission rates. The selection can be carried out, for example, by imposing thresholds (e.g. ThO1, ThO2 and ThO3, as shown in FIG. 4) for moving to the next MCS level. Effectively, the result is a classification of the transmission rates based on the channel quality of each UE. [0018]
  • Ideally, each UE reports a SIR value in every TTI and the base station is capable of setting a new MCS level for each available channel in every TTI. [0019]
  • The HSDPA system may also employ a hybrid automatic repeat request (H-ARQ) technique. [0020]
  • FIG. 5 is a schematic diagram for use in explaining how the H-ARQ technique works. In this example, the technique is a so-called stop-and-wait (SAW) version of the technique. The figure shows packet transmissions in a single downlink channel HSPDSCH1 over a series of successive TTIs, TTI[0021] 1 to TTI9. In TTI2 a first packet is transmitted to UE1. Upon receiving a packet, each UE checks whether the transmission was error-free. If so, the UE sends an acknowledge message ACK back to the base station using an uplink control channel such as the dedicated physical control channel (DPCCH). If there was an error in the transmission of the received packet, the UE sends a non-acknowledge message NACK back to the base station using the uplink channel.
  • In the example shown in FIG. 5, the first packet transmitted to UE[0022] 1 in TTI2 fails to be received error-free, and accordingly some time later, in TTI4, UE1 sends the NACK message to the base station. In the H-ARQ technique it is permitted for the next packet destined for a particular UE to be transmitted without waiting for the acknowledge or non-acknowledge message of a packet previously transmitted to the same UE. Thus, none of the transmission timeslots can go idle in the case of error-free channels, which gives the ability to schedule UEs freely. System capacity is saved while the overall performance of the system in terms of delivered data is improved.
  • For example, as shown in FIG. 5, before the NACK message for the first packet of UE[0023] 1 is received by the base station, the base station transmits a second packet to UE1 in TTI4. Thus, this second packet for UE1 is transmitted before the first packet for UE1 is retransmitted in TTI7 in response to the NACK message for the first transmission of the first packet.
  • In the H-ARQ technique, an erroneously-received packet (failed packet) is subject to a so-called chase combining process. In this process a failed packet is resent by the transmitter and subsequently the receiver “soft” combines (for example using maximal ratio combining) all received copies of the same packet. The final SIR is determined as the sum of the respective SIRs of the two packets being combined. Thus, the chase combining process improves the SIR of the transmitted packets. [0024]
  • Further information regarding AMC and HARQ techniques may be found in 3 GPP TR 25.848 V 4.0.0 (2001-03), Third Generation Partnership Project; Technical Specification Group Radio Access Network; Physical Layer Aspects of UTRA High Speed Downlink Packet Access (release 4), March 2001, the entire content of which is incorporated herein by reference. [0025]
  • The switching between different MCS levels has been recognised as a very critical task, and recently there have been various proposals for optimising this switching. For example, in TSG R1-1-0589, TSG-[0026] RAN Working Group 1 meeting no. 20, Busan, Korea, May 21 to 25, 2001, NEC and Telecom MODUS jointly proposed an AMCS technique in which the thresholds for switching between different MCS levels are adjusted based on the ACK/NACK signalling from the UE. If NACK is signalled, the base station increases the thresholds by an upward amount S1. If ACK is signalled, the base station decreases the thresholds by a downward amount S2. The adjustments to the thresholds are limited and, for simplicity, the differences between thresholds may be fixed. The ratio between the upward amount S1 and the downward amount S2 may be determined based on the target error rate.
  • This AMCS method adjusts the thresholds between MCS levels to try to take into account different operating conditions in the wireless communication system. In particular, the optimum MCS levels under any particular signal conditions depend on the Doppler frequency (i.e. the speed at which the UE is moving) and the multi-path propagation conditions. For example, FIG. 6 shows the effect of the UE speed on the throughput-vs.-SIR characteristic for each of the different MCS levels in FIG. 4. Three lines are plotted per MCS level: the highest line corresponds to a low UE speed of 3 km/h (Doppler frequency Fd=5.555 Hz), the middle line corresponds to a medium UE speed of 60 km/h (Fd=111.112 Hz), and the lowest line corresponds to a high UE speed of 120 km/h (Fd=222.24 Hz). FIG. 6 shows that throughput declines as UE speed increases. It can also be seen that the optimum thresholds for switching between MCS levels are also changed as the UE speed changes. [0027]
  • FIG. 6 relates to a single-path Rayleigh fading mode. FIG. 7 shows the effect of different UE speeds under path conditions of two equal-gain paths. It can be seen that the characteristics are very different from FIG. 6, and it is clear that the optimum thresholds are changed as the path conditions change. [0028]
  • The method proposed by NEC/Telecom MODUS changes the thresholds as the operating conditions change but the method does not provide a satisfactory solution as it increases or decreases the threshold each time an ACK or NACK message is received, i.e. every frame. This appears to result in relatively poor performance at lower MCS levels for path conditions in which there is effectively a single dominant path, for example in open countryside. [0029]
  • BRIEF SUMMARY OF THE INVENTION
  • According to a first aspect of the present invention there is provided an adaptive modulation and coding method. The method comprises selecting one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver. The selection is based on a comparison between a signal transmission quality and a threshold value. The method also comprises adjusting the threshold value when the signal transmission quality is within a predetermined range of the threshold value, and maintaining the threshold value unchanged when the signal transmission quality is outside that range. [0030]
  • In such an AMCS method the threshold values are adjusted to take account of the prevailing signal transmission conditions but to a more limited extent than in previous proposals. This leads to improved throughput performance, especially under path conditions involving a single dominant path. The signal transmission quality may be a signal-to-interference ratio, and may be measured by the receiver. The signal transmission quality may be measured based on the actual signal to which AMCS is being applied or on another signal, such as a pilot signal. [0031]
  • In the adjusting step the threshold value may be increased by an upward amount when the signal is not received successfully by the receiver, and may be decreased by a downward amount when the signal is received successfully by the receiver. In most communication systems the receiver is required to monitor whether the signal is received successfully, so using this information to help adjust the threshold value does not require any new information to be generated. [0032]
  • For example, in a system in which a cyclic redundancy check (CRC) is carried out on the received signal by the receiver in the adjusting step the threshold value may be increased by an upward amount when the received signal fails the cyclic redundancy check, and may be decreased by a downward amount when the received signal passes the cyclic redundancy check. Again, in such a system in which this information is already being generated, the AMCS method can use this information for the purpose of adjusting the threshold value without increasing the information-generating burden on the system. [0033]
  • The upward amount may be different from the downward amount. In a correctly-operating system, preferably the downward amount is smaller than the upward amount. In a correctly-operating system, the received signal should be received successfully (e.g. pass the CRC) more frequently than it is received unsuccessfully (e.g. fail the CRC). Accordingly, to achieve stable adjustment or stability in the system, the downward amount, which is expected to be applied more often than the upward amount, should be smaller than the upward amount. If the signal transmission conditions are expected to be poor, on the other hand, the downward amount could be set higher than the upward amount. [0034]
  • For example, a ratio of the downward amount to the upward amount may be dependent upon a target error rate of the received signal. This target error rate is a measure of the expected success in receiving the signal. In one embodiment, the ratio of the downward amount to the upward amount is made equal to the ratio of the number of times the signal is received unsuccessfully to the number of times the signal is received successfully, i.e. the target error rate divided by 1 minus that error rate. In this way, the lower the target error rate the lower the ratio between the downward amount and the upward amount. [0035]
  • In one embodiment the downward amount and/or the upward amount is/are dependent upon a difference between the threshold value and the signal transmission quality. For example, the or each amount increases as the difference decreases. This has the effect of magnifying the adjustment amounts near to the threshold value, whilst limiting any adjustments further away from the threshold value. [0036]
  • In a practical system there may be more than two different available levels, in which case there is a threshold value for each pair of adjacent levels. In this case, preferably, each the threshold value is adjusted only when the signal transmission quality is within a predetermined range of the threshold value concerned. [0037]
  • In this case, the predetermined range for at least one threshold value may be different from the predetermined range for another the threshold value. This may be desirable as different levels have quite different characteristics, at least under some channel conditions. Having the ability to set different predetermined ranges for different thresholds can enable these differences to be taken into account. [0038]
  • The predetermined range may be set by a single value α so that it extends from the threshold value minus α to the threshold value plus α. Alternatively, the range may be set by two different values α[0039] 1 and α2 so that it extends from the threshold value minus α1 to the threshold value plus α2. Again, having the ability to set different values α1 and α2 for the predetermined range can enable the different characteristics of MCS levels to be taken into account.
  • In one embodiment the adjusting step and the selecting step are carried out in the receiver, and the receiver reports the selected level to the transmitter. [0040]
  • In another embodiment the receiver reports the signal transmission quality to the transmitter, and the adjusting step and selecting step are carried out in the transmitter. [0041]
  • The selecting step may be carried out after the adjusting step so that the selection is based on the threshold values after any adjustments have been applied. Alternatively, the selecting step may be carried out before the adjusting step. [0042]
  • In the selecting step, it may also be desirable to make the selection dependent on whether or not the signal was received successfully. For example, if the signal was not received successfully, a move to a higher level may be prevented, even if the signal transmission quality is now greater than the adjusted threshold value. [0043]
  • The method may be used in any communication system having a transmitter and a receiver in which an AMCS method is applicable. In particular the method may be used in a cellular wireless communication system, in which case the transmitter may be a base station of the wireless communication system, and the receiver may be a user equipment of the system. [0044]
  • The method is particularly useful in an HSDPA system, in which case the signal to which AMCS is applied is a downlink packet access signal. [0045]
  • According to a second aspect of the present invention there is provided adaptive modulation and coding apparatus. The apparatus comprises a level selecting unit which selects one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver. The selection is based upon a comparison between a signal transmission quality and a threshold value. The apparatus also comprises a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable when the signal transmission quality is outside that range, to maintain the threshold value unchanged. [0046]
  • According to a third aspect of the present invention there is provided a user equipment, for use in a wireless communication system. The user equipment comprises a level selecting unit which selects one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between a signal transmission quality and a threshold value. The user equipment also comprises a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged. A reporting unit reports the selected level to the base station. [0047]
  • According to a fourth aspect of the present invention there is provided a base station for use in a wireless communication system. The base station comprises a report receiving unit which receives from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment. A level selecting unit selects one of a plurality of different available modulation and coding levels to apply to a downlink signal transmitted from the base station to the user equipment. The selection is based upon a comparison between the reported downlink signal transmission quality and a threshold value. A threshold value adjusting unit is operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged. [0048]
  • In practice an AMCS method embodying the invention is likely to be implemented at least in part by a processor in the user equipment or in the base station which runs an operating program. Thus, according to a fifth aspect of the present invention there is provided an operating program which, when run on a processor in a user equipment of a wireless communication system, causes the user equipment to carry out certain steps of the method. One step is to select one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between a signal transmission quality and a threshold value. In another step, when the signal transmission quality is within a predetermined range of the threshold value, the threshold value is adjusted, and, when the signal transmission quality is outside that range, the threshold value is maintained unchanged. In another step the selected level is reported to the base station. [0049]
  • Similarly, according to a sixth aspect of the present invention there is provided an operating program which, when run on a processor in a base station of a wireless communication system, causes the base station to carry out certain steps. One step is receiving from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment. Another step is selecting one of a plurality of different available modulation and coding levels to be applied by the base station to a downlink signal transmitted from the base station to the user equipment. The selection is based on a comparison between the reported downlink signal transmission quality and a threshold value. In another step when the signal transmission quality is within a predetermined range of the threshold value, the threshold value is adjusted, and when the signal transmission quality is outside that range, the threshold value is maintained unchanged. [0050]
  • Further aspects of the present invention can provide control circuitry for use in a user equipment or base station which control circuitry carries out the steps of the fifth and sixth aspects.[0051]
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • FIG. 1, discussed hereinbefore, shows parts of a wireless communication system employing a HSDPA technique for downlink transmissions; [0052]
  • FIG. 2 shows an example of the operation of the HSDPA technique in the FIG. 1 system; [0053]
  • FIG. 3 is a graph illustrating an example variation in signal-to-interference ratio of a downlink channel over a series of transmission time intervals for four different UEs in a wireless communication system; [0054]
  • FIG. 4 is a graph for use in explaining an adaptive modulation and coding technique; [0055]
  • FIG. 5 is a schematic diagram for use in explaining an automatic repeat request process; [0056]
  • FIG. 6 is a graph corresponding to FIG. 4 for illustrating how a UE speed affects operation of an adaptive modulation and coding technique; [0057]
  • FIG. 7 is another graph for illustrating how different path conditions affect the operation of an adaptive modulation and coding technique; [0058]
  • FIG. 8 is a flowchart for use in explaining an AMCS method according to a first embodiment of the present invention; [0059]
  • FIG. 9 is a schematic view of parts of a wireless communication system for explaining signalling used therein; [0060]
  • FIGS. [0061] 10 to 13 are graphs for comparing operation of an AMC method embodying the present invention with conventional methods under different UE speed and path conditions;
  • FIG. 14 is a schematic diagram for use in explaining a modification to the FIG. 8 method; [0062]
  • FIGS. [0063] 15(A) and 15(B) are schematic diagrams for use in explaining how to set an upward amount used in the FIG. 8 method;
  • FIG. 16 is a flowchart for use in explaining an AMCS method according to a second embodiment of the present invention; [0064]
  • FIG. 17 presents a table giving detailed parameters of different MCS levels; and [0065]
  • FIGS. [0066] 18(A) to 18(C) present respective I-Q diagrams showing constellation points for example MCS levels.
  • DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
  • FIG. 8 is a flowchart for use in explaining an AMCS method according to a first embodiment of the present invention. In this embodiment, the UE selects the appropriate MCS level for each frame of the downlink signal and reports the selected level to the base station. [0067]
  • In this example, the method is used to adapt the MCS level of a downlink packet access signal in an HSDPA system. [0068]
  • FIG. 9 is a schematic view for explaining signalling in the first embodiment. [0069]
  • For downlink signalling, four channels are used. A common pilot channel (CPICH) is used to broadcast a signal to all UEs in the cell served by the base station, in order to enable each UE to measure a downlink channel quality based on the CPICH signal. A high-speed downlink shared channel HS-DSCH is used to transmit packet data to a UE. A high-speed shared control channel HS-SCCH is used to carry transport format and resource related information (TFIR). This TFIR is, for example, 8 bits and includes information regarding a channelisation code, a MCS level, and a transport block size. The HS-SCCH also carries HARQ related information. This HARQ information is, for example, 12 bits and includes a HARQ process number, a redundancy version, a new data indicator, and a UE ID. A dedicated physical channel DPCH is optionally employed to transmit a high-speed data control signal for indicating whether or not the high-speed packet mode is in use. [0070]
  • Uplink signalling is carried out using a high-speed dedicated physical control channel HS-DPCCH. This channel is used to transmit a channel quality indicator, an HARQ acknowledgement (ACK/NACK) and, in the present embodiment, a MCS level selected by the UE. [0071]
  • Referring back to FIG. 8, the AMCS method according to the first embodiment operates on a frame-by-frame basis. In each downlink frame (TTI) the method involves the steps S[0072] 1 to S7.
  • In step S[0073] 1, the UE produces a measure of downlink channel quality. This measure is, for example, based on the CPICH and represents a ratio of a received power Îor of the CPICH signal to background noise including interference IOC. The ratio Îor/IOC is a signal-to-interference ratio.
  • Also in step S[0074] 1 the UE carries out a cyclic redundancy check (CRC) on the current frame of the HS-DSCH signal. The CRC result (pass or fail) is needed to generate the ACK/NACK message but, as described below, is also used for another purpose in the present embodiment.
  • In step S[0075] 2 the measure of downlink channel quality produced in step S1 is compared with a set of threshold values held by the UE for MCS selection purposes. There is one such threshold value for each pair of adjacent MCS levels. These threshold values correspond to the threshold values Th01, Th02 and Th03 described with reference to FIG. 4 above. Based on the comparison, it is determined whether or not the measure of downlink channel quality is within a predetermined range ±αdB of one of the threshold values. As described later in more detail, α may be different for different threshold values in the set. Also, for each threshold value there may be two α-values, α1 and α2, and the downlink channel quality measure is considered to be within the predetermined range if it is greater than the threshold value less α1 and less than the threshold value plus α2.
  • If the downlink channel quality measure is outside the predetermined range of each of the threshold values, it is determined in step S[0076] 3 that no change to any of the threshold values is required, and processing proceeds to step S7. In step S7, the downlink channel quality measure is compared with the different threshold values and the appropriate MCS level is selected based on the comparison. Thus, in the example of FIG. 4, if the downlink channel quality measure is greater than the threshold value Th03, MCS8 is selected; if the measure is between the threshold values Th02 and Th03 MCS6 is selected; if the measure is between the threshold values Th01 and Th02, MCS5 is selected, and if the measure is less than the threshold value Th01, MCS1 is selected. The selected MCS level is reported to the base station using the HS-DPCCH.
  • If in step S[0077] 2 the downlink channel quality measure is found to be within the predetermined range of one of the threshold values of the set, processing proceeds to step S4. In step S4 it is determined whether the CRC result in step S1 was a pass or fail. If the result was a pass, i.e. the ACK message was sent from the UE back to the base station, the threshold value that has found to be within the predetermined range is decreased by a downward amount ΔDown in step S5. If, on the other hand, the CRC result was a fail, i.e. the NACK message was sent by the UE back to the base station, the threshold value found to be within the predetermined range is increased by an upward amount ΔUp in step S6.
  • In steps S[0078] 5 and S6 only the threshold value found to be within the predetermined range of the downlink channel quality message is changed. Each of the remaining threshold values is left unchanged.
  • The upward and downward amounts ΔUp and ΔDown are discussed in detail below. [0079]
  • After step S[0080] 5 or step S6, processing proceeds to step S7 to select the appropriate MCS level for the next downlink frame. In this case, therefore, the selection is made based on the updated set of threshold values.
  • Thus, in the first embodiment the threshold values are adjusted according to whether the downlink signal was received successfully by the UE or not (steps S[0081] 4 to S6) as in the previous joint proposal of NEC and MODUS Telecom described in the introduction. However, whereas that previous proposal changed the threshold values every frame irrespective of downlink channel quality, the present embodiment only adjusts a threshold value if the downlink channel quality measure is within a predetermined range of that value. Otherwise, no change is made to the threshold values (step S3). This has the effect of limiting the changes to the threshold values in use of the method. Surprisingly, it is found that this simple measure provides a significant improvement in performance of the AMCS method, as will now be explained with reference to FIGS. 10 to 13.
  • FIG. 10 shows a throughput versus downlink channel quality characteristic for a first conventional AMCS method having fixed threshold values (solid line), a second conventional AMCS method according to the joint NEC/MODUS Telecom proposal having adjustable threshold values (dotted line), and an AMCS method embodying the present invention (dashed line). FIG. 10 assumes that the UE is moving at a low speed of 3 kph and that the channel estimation carried out by the UE is perfect. [0082]
  • Further it is assumed that the path conditions prevailing between the base station and the UE are such that there is a single dominant path. This kind of path condition arises, for example, in open countryside, as opposed to urban environments. As is evident from FIG. 10, an AMCS method embodying the present invention provides a significant improvement in performance over both conventional methods, over a very wide range of downlink channel qualities (e.g. from −6 dB to +16 dB). By contrast, the second conventional method has a significant dip in performance under the single path condition for downlink channel qualities in the range from about −10 dB to +4 dB. This dip is thought to arise from a bunching of the threshold values under the single dominant path condition. [0083]
  • FIG. 11 shows the corresponding results for the three methods, again under single path conditions, but with the UE moving at a medium speed of 60 kph. In this case, also, it is evident that the AMCS method embodying the present invention avoids the undesirable dip in the second conventional method. [0084]
  • FIG. 12 shows some results obtained under two-equal-gain path conditions for the three different methods, and also shows (for comparison purposes) the performance of the first conventional method and a method embodying the present invention for single-path conditions. In FIG. 12, the UE is assumed to be moving at 3 kph as in FIG. 10. [0085]
  • It can be seen that under two-equal-gain path conditions, a method embodying the present invention outperforms the two conventional methods, as well. [0086]
  • Finally, FIG. 13 shows results corresponding to FIG. 12 but for a UE moving at a very high speed of 120 kph. Under these conditions as well, a method embodying the present invention outperforms both the conventional methods, in particular the first conventional method (fixed thresholds) which has a significant performance dip for downlink channel qualities between +4 and +24 dB. [0087]
  • Next, a possible modification of the first embodiment will be described with reference to FIG. 14. This modification relates to the operations carried out in step S[0088] 7 in FIG. 8. In this modification, as well as making the selection of the MCS level for the next downlink frame based on the updated set of threshold values, the UE also takes account of the CRC result in deciding the MCS level.
  • FIG. 14 shows the threshold value Th02 used for selecting between MCS[0089] 5 and MCS6, and the threshold value Th03 used for selecting between MCS6 and MCS8. Assume that the threshold values have been adjusted as necessary in step S5 or S6 or maintained unchanged in step S3 and that the current MCS level is MCS6.
  • Of course, if the downlink channel quality measure is within a region R[0090] 1, i.e. between Th02 and Th03, the MCS level is maintained unchanged in step S7. Similarly, if the downlink channel quality measure is within a region R2, i.e. between Th02 and a lower threshold value not shown in FIG. 14, the MCS level is reduced from its current level MCS6 to a lower level MCS5.
  • If, however, the downlink channel quality measure is within a region R[0091] 3, i.e. greater than Th03, the MCS level is not automatically increased to MCS8 as in step S7 as previously described. Instead, the MCS level is maintained at its current level MCS6 when the CRC result is a failure, and only increased to MCS8 when the CRC result is a pass. In this way, selection of a higher MCS level, although suggested by the threshold value comparison, is prevented if the signal is not received successfully.
  • As indicated above, the value α (or pair of values α[0092] 1 and α2) can be different for each threshold value. A typical value of α is 1 dB. However, for some threshold values, it may be appropriate to make α large, or at least to make one of α1 and α2 large in relation to the other. For example, FIG. 7, discussed in the introduction, showed that when the path conditions are two equal-gain paths, and the fading model is a Rayleigh fading model, MCS6 always achieves a greater throughput than MCS8. In other words, the threshold value Th03 for selecting between MCS6 and MCS8 is redundant, which is equivalent to it having an infinite value. This suggests that Th03 can vary in a very wide range. In this case α2 for Th03 can be chosen to be arbitrarily large or even infinite.
  • The upward amount ΔUp and downward amount ΔDown are preferably set such that [0093] Δ Down = Δ Up FER 1 - FER , ( 1 )
    Figure US20040022177A1-20040205-M00001
  • where FER is a target frame error rate. [0094]
  • The target frame error rate may be different for each different threshold value. A FER value of around 10 to 15% may be considered typical. The target FER could alternatively be a target FER value for the currently-selected MCS level, for example a target value for a quality measure in the middle of the band of quality measures over which that MCS level is selected. [0095]
  • It is also possible to make one or both of the upward amount ΔUp and the downward amount ΔDown dependent upon a difference between the present downlink channel quality measure and the threshold value being adjusted. For example, [0096] Δ Up = Δ Up 0 Max { a , b ( SIR - THx ) } ( 2 )
    Figure US20040022177A1-20040205-M00002
  • where ΔUp[0097] 0 is an initial value of ΔUp, Thx is the threshold value being adjusted, SIR is the present downlink channel quality measure, and a and b are constants. Here a>0 (a sensible value could be 0.25 to 1) and b≧0.
  • This leads to a relationship between ΔUp and a difference between SIR and Thx as shown in FIG. 15(A). The constant b controls the slope of the side portions in FIG. 15(A), and the constant a controls the level at which ΔUp is capped. The relationship between ΔUp and ΔDown may be the same as in equation (1) above. [0098]
  • Alternatively, [0099]
  • ΔUp=(ΔUp0)*max{0,β−b(|SIR−Thx|)}  (3)
  • where β and b are constants and b≧0. The constant β represents a threshold adjustment bandwidth similar to α, and it is possible to set β=α. Equation (3) results in a relationship between ΔUp and the difference between SIR and Thx as shown in FIG. 15(B). Equation (1) may be used to set ΔDown in this case also. [0100]
  • Equations (2) and (3) have the effect of increasing ΔUp (and ΔDown) when the downlink channel quality measure becomes closer to one of the current threshold values. [0101]
  • In the first embodiment described with reference to FIG. 8, the adjustment of the threshold values and the selection of the MCS level was made in the UE. However, it is not necessary for these operations to be carried out in the UE. It is also possible for one or both of these operations to be carried out in the base station, as will now be described in relation to a second embodiment of the present invention. [0102]
  • Referring to FIG. 16, in a first step S[0103] 10 the UE produces a measure of downlink channel quality and also carries out a cyclic redundancy check on the current frame of the HS-DSCH. The downlink signal quality measure and the CRC result are reported by the UE to the base station via the HS-DPCCH. The base station then carries out steps S11 to S15, which correspond respectively to the steps S2 to S6 in FIG. 6, except that the operations are in this case carried out in the base station rather than in the UE.
  • In step S[0104] 16 the base station selects the MCS level for the next downlink frame based on the threshold values (in the same way as the UE did in step S7 in FIG. 8).
  • In both the first and second embodiments the MCS selection made according to the downlink channel quality measure (step S[0105] 7 or S16) may be overridden by the base station, for example depending on the amount of data waiting at the base station for transmission to the UE concerned.
  • Although in the examples described above the available MCS levels were MCS[0106] 1, MCS5, MCS6 and MCS8, it will be appreciated that any two or more different MCS levels may be made available in embodiments of the present invention. A table showing the characteristics of MCS levels 1 to 8 as an example is presented in FIG. 17.
  • As is well known in the art, different modulation schemes involve different numbers of bits per modulated symbol. Quadrature phase shift keying (QPSK) has 2 bits per symbol, 8 phase shift keying (8 PSK) has 3 bits per symbol, 16 quadrature amplitude amplitude modulation (16 QAM) has 4 bits per symbol, and 64 quadrature amplitude amplitude modulation (64 QAM) has 6 bits per symbol. Each scheme results in 2{circumflex over ( )}n constellation points, where n is the number of bits per symbol. The constellation points in I-Q signal space are shown for 8 PSK, 16 QAM and 64 QAM in FIGS. [0107] 18(A) to (C) respectively.
  • Although an example of the present invention has been described above in relation to a wideband CDMA network having an asynchronous packet mode, it will be appreciated that the present invention can also be applied to any other networks in which AMCS can be used. These networks could be, or could be adapted from, other CDMA networks such as an IS95 network. These networks could also be, or be adapted from other mobile communication networks not using CDMA, for example networks using one or more of the following multiple-access techniques: time-division multiple access (TDMA), wavelength-division multiple access (WDMA), frequency-division multiple access (FDMA) and space-division multiple access (SDMA). [0108]
  • Those skilled in the art will appreciate that a microprocessor or digital signal processor (DSP) may be used in practice to implement some or all of the functions of the base station and/or user equipment in embodiments of the present invention. [0109]

Claims (23)

What we claim is:
1. An adaptive modulation and coding method comprising:
selecting one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver, the selection being based on a comparison between a signal transmission quality and a threshold value; and
adjusting the threshold value when the signal transmission quality is within a predetermined range of the threshold value, and maintaining the threshold value unchanged when the signal transmission quality is outside that range.
2. A method as claimed in claim 1, wherein the signal transmission quality is a signal-to-interference ratio.
3. A method as claimed in claim 1, wherein the signal transmission quality is measured by the receiver.
4. A method as claimed in claim 1, wherein in the adjusting step the threshold value is increased by an upward amount when the signal is not received successfully by the receiver, and is decreased by a downward amount when the signal is received successfully by the receiver.
5. A method as claimed in claim 1, wherein in the adjusting step the threshold value is increased by an upward amount when the signal received by the receiver fails a cyclic redundancy check, and is decreased by a downward amount when the received signal passes the cyclic redundancy check.
6. A method as claimed in claim 4, wherein the upward amount is different from the downward amount.
7. A method as claimed in claim 6, wherein the downward amount is smaller than the upward amount.
8. A method as claimed in claim 4, wherein a ratio of the downward amount to the upward amount is dependent upon a target error rate of the received signal.
9. A method as claimed in claim 4, wherein the downward amount and/or the upward amount is/are dependent upon a difference between the threshold value and the signal transmission quality.
10. A method as claimed in claim 9, wherein the or each the amount increases as the difference decreases.
11. A method as claimed in claim 1, having a threshold value for each pair of adjacent the levels, and in the selecting step the selection is based on a comparison between the signal transmission quality and the threshold values.
12. A method as claimed in claim 11, wherein each the threshold value is adjusted only when the signal transmission quality is within a predetermined range of the threshold value concerned.
13. A method as claimed in claim 11, wherein the predetermined range for at least one the threshold value is different from the predetermined range for another the threshold value.
14. A method as claimed in claim 1, wherein the adjusting step and the selecting step are carried out in the receiver, and the receiver reports the selected level to the transmitter.
15. A method as claimed in claim 1, wherein the receiver reports the signal transmission quality to the transmitter, and the adjusting step and selecting step are carried out in the transmitter.
16. A method as claimed in claim 1, wherein the selecting step is carried out after the adjusting step, and in the selecting step selection of a higher level, if indicated by the comparison between the signal transmission quality and the threshold value(s) as adjusted or maintained in the adjusting step, is prevented when the signal was not received successfully by the receiver.
17. A method as claimed in claim 1, wherein the transmitter is a base station of a wireless communication system, and the receiver is a user equipment of the system.
18. A method as claimed in claim 17, wherein the signal is a downlink packet access signal.
19. Adaptive modulation and coding apparatus comprising:
a level selecting unit which selects one of a plurality of different available modulation and coding levels to apply to a signal transmitted from a transmitter to a receiver, the selection being based upon a comparison between a signal transmission quality and a threshold value; and
a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable when the signal transmission quality is outside that range, to maintain the threshold value unchanged.
20. A user equipment, for use in a wireless communication system, comprising:
a level selecting unit which selects one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment, the selection being based on a comparison between a signal transmission quality and a threshold value;
a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged; and
reporting means for reporting the selected level to the base station.
21. A base station, for use in a wireless communication system, comprising:
a report receiving unit which receives from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment;
a level selecting unit which selects one of a plurality of different available modulation and coding levels to apply to a downlink signal transmitted from the base station to the user equipment, the selection being based upon a comparison between the reported downlink signal transmission quality and a threshold value; and
a threshold value adjusting unit operable, when the signal transmission quality is within a predetermined range of the threshold value, to adjust the threshold value, and also operable, when the signal transmission quality is outside that range, to maintain the threshold value unchanged.
22. A recording medium storing an operating program which, when run on a processor in a user equipment of a wireless communication system, causes the user equipment to carry out the steps of:
selecting one of a plurality of different available modulation and coding levels to be applied by a base station of the system to a downlink signal transmitted from the base station to the user equipment, the selection being based on a comparison between a signal transmission quality and a threshold value;
when the signal transmission quality is within a predetermined range of the threshold value, adjusting the threshold value, and, when the signal transmission quality is outside that range, and maintaining the threshold value unchanged; and
reporting the selected level to the base station.
23. A recording medium carrying an operating program which, when run on a processor in a base station of a wireless communication system, causes the base station to carry out the steps of:
receiving from a user equipment of the system a report of a downlink signal transmission quality produced by the user equipment;
selecting one of a plurality of different available modulation and coding levels to be applied by the base station to a downlink signal transmitted from the base station to the user equipment, the selection being based on a comparison between the reported downlink signal transmission quality and a threshold value; and
when the signal transmission quality is within a predetermined range of the threshold value, adjusting the threshold value, and when the signal transmission quality is outside that range, maintaining the threshold value unchanged.
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Cited By (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040137906A1 (en) * 2002-12-27 2004-07-15 Sanyo Electric Co., Ltd. Multiple access method and radio apparatus utilizing the same
US20050078648A1 (en) * 2003-10-09 2005-04-14 Telefonaktiebolaget Lm Ericsson Adaptive threshold for HS-SCCH part 1 decoding
US20050107036A1 (en) * 2003-11-19 2005-05-19 Samsung Elecronics Co., Ltd Apparatus and method for transmitting and receiving commmon control information in a wireless communication system
US20050250540A1 (en) * 2004-04-30 2005-11-10 Ntt Docomo, Inc. Wireless base station apparatus and wireless communication control method
US20060023713A1 (en) * 2004-07-13 2006-02-02 Samsung Electronics Co., Ltd Retransmission control method and apparatus using the same
US20060153112A1 (en) * 2005-01-11 2006-07-13 Samsung Electronics Co., Ltd. Method and system for indicating data burst allocation in a wireless communication system
US20060209937A1 (en) * 2003-03-05 2006-09-21 Yoshinori Tanaka Adaptive modulation transmission system, transmission device, reception device, and method thereof
US20060268762A1 (en) * 2005-05-25 2006-11-30 Francis Dominique Method of path monitoring in a wireless communication system
US20070066242A1 (en) * 2005-09-20 2007-03-22 Samsung Electronics Co., Ltd. System and method for allocating MCS level in a broadband wireless access communication system
US20070217357A1 (en) * 2003-10-31 2007-09-20 Sanyo Electric Co., Ltd. Transmisson Rate Determining Method, and Base Station Apparatus and Terminal Apparatus Utilizing the Same
CN100353722C (en) * 2004-11-17 2007-12-05 华为技术有限公司 Adaptive link realization
US20080064397A1 (en) * 2006-09-13 2008-03-13 Samsung Electronics Co., Ltd. Apparatus and method for reselecting cell in portable terminal
US20080232301A1 (en) * 2007-03-23 2008-09-25 Zhijun Cai Slow Adaptation of Modulation and Coding for Packet Transmission
US20080274700A1 (en) * 2003-11-07 2008-11-06 Jifeng Li Radio Communication Apparatus and Mcs Determination Method
US20100034309A1 (en) * 2008-08-11 2010-02-11 Institute For Information Industry Multiple input multiple output antenna system, signal transmission method, signal transmission apparatus, and computer program product for the multiple input multiple output antenna system
CN101743710A (en) * 2007-06-25 2010-06-16 松下电器产业株式会社 Communication device, integrated circuit, transmission rate control method, and transmission rate control program
US20100302962A1 (en) * 2009-05-29 2010-12-02 Fujitsu Limited Wireless Terminal, Wireless Base Station, Wireless Communication Method, And Wireless Communication System
US20120269088A1 (en) * 2006-07-04 2012-10-25 Hitachi, Ltd. Method for building ad hoc network
US20130022144A1 (en) * 2006-10-02 2013-01-24 Jayesh H Kotecha Mimo precoding enabling spatial multiplexing, power allocation and adaptive modulation and coding
US20130250858A1 (en) * 2004-06-04 2013-09-26 Apple Inc. Method and System for Soft Handoff in Mobile Broadband Systems
US20130265944A1 (en) * 2011-08-12 2013-10-10 Mattias Frenne Radio network node, user equipment and methods therein
US8914701B2 (en) 2006-10-30 2014-12-16 Interdigital Technology Corporation Method and apparatus for encoding and decoding a high speed shared control channel
US20150029952A1 (en) * 2013-03-12 2015-01-29 Empire Technology Development Llc Self-adaptively improving system stability
EP2863568A1 (en) * 2010-03-09 2015-04-22 Qualcomm Incorporated Rate adaptation for SDMA
US20160006539A1 (en) * 2013-03-22 2016-01-07 Telefonktiebolaget L M Ericsson (Publ) Methods, Mobile Devices and Nodes for Use in a Mobile Communication Network
US9348477B2 (en) 2005-11-15 2016-05-24 Synaptics Incorporated Methods and systems for detecting a position-based attribute of an object using digital codes
US20210028878A1 (en) * 2019-07-26 2021-01-28 Hughes Network Systems, Llc On-the-fly inroute adaptive modulation
US11864234B2 (en) * 2019-08-08 2024-01-02 Qualcomm Incorporated Beam-based channel access procedures

Families Citing this family (34)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090080788A1 (en) * 2003-04-17 2009-03-26 Droplet Technology, Inc. Multiple Technique Entropy Coding System And Method
JP4506979B2 (en) * 2003-05-27 2010-07-21 日本電気株式会社 Data communication apparatus for selecting modulation scheme with appropriate threshold in adaptive modulation
GB2404539B (en) 2003-07-31 2006-06-14 Fujitsu Ltd Adaptive modulation and coding
GB2410152B (en) * 2004-01-15 2006-03-22 Toshiba Kk Radio communications system using adaptive modulation, radio transmission apparatus and radio receiving apparatus
AU2005202512B8 (en) * 2004-06-09 2008-06-05 Samsung Electronics Co., Ltd. Method and apparatus for data transmission in a mobile telecommunication system supporting enhanced uplink service
SE0402372D0 (en) 2004-09-30 2004-09-30 Ericsson Telefon Ab L M Signal coding
SE528213C3 (en) * 2004-09-30 2006-10-31 Ericsson Telefon Ab L M Procedures and arrangements for adaptive thresholds in codec selection
US7693224B2 (en) 2005-03-30 2010-04-06 Intel Corporation Subcarrier adaptive thresholding
US8116216B2 (en) * 2005-09-22 2012-02-14 Sharp Kabushiki Kaisha Communication terminal apparatus, communication control apparatus, communication system, and communication method
CN102904681B (en) * 2005-09-30 2015-09-02 富士通株式会社 For conveying control channel information to carry out the method for adaptive coding and modulation
JP4818803B2 (en) 2006-05-01 2011-11-16 株式会社エヌ・ティ・ティ・ドコモ Radio communication method and radio communication apparatus based on variable TTI length control
JP2007325142A (en) 2006-06-05 2007-12-13 Sony Corp Communication system, reception apparatus, transmission mode proposing method, and program
CN101473550A (en) * 2006-07-27 2009-07-01 Ut斯达康通讯有限公司 Method for calculating CQI during HS-PDSCH halt transmission period in UTRATDDHCR system, terminal UE capable of implementing the method, wireless communication system containing the UE and program pr
KR101419959B1 (en) * 2006-08-21 2014-07-16 텔레폰악티에볼라겟엘엠에릭슨(펍) Method and arrangement for adapting transmission of encoded media
JPWO2008056774A1 (en) * 2006-11-10 2010-02-25 パナソニック株式会社 Wireless communication mobile station apparatus and MCS selection method
KR101236252B1 (en) * 2007-10-29 2013-02-22 인터디지탈 패튼 홀딩스, 인크 Handling random access channel responses
ES2519766T3 (en) * 2007-12-20 2014-11-07 Optis Wireless Technology, Llc Control channel signaling using a common signaling field for the transport format and the redundancy version
EP2279575A4 (en) * 2008-05-23 2017-05-17 Telefonaktiebolaget LM Ericsson (publ) A method for link adaptation with a signal quality margin based on the bandwidth
US8498243B2 (en) 2008-06-11 2013-07-30 Qualcomm Incorporated Apparatus and method for channel error control of non-exclusive multiplexing for control channels
US8611288B1 (en) 2009-03-05 2013-12-17 Marvell International Ltd Systems and methods for link adaptation in wireless communication systems
US8982803B1 (en) * 2009-03-05 2015-03-17 Marvell International Ltd. Systems and methods for link adaption in wireless communication systems
KR101147915B1 (en) * 2009-03-31 2012-05-24 경희대학교 산학협력단 Apparatus and Method for Adaptive Multicast/Broadcast Service
US8189525B2 (en) * 2009-06-19 2012-05-29 Clearwire Ip Holdings Llc Solution for INE/HO LB bottle neck
US8175051B2 (en) 2009-05-29 2012-05-08 Clearwire Ip Holdings Llc Hybrid scheme for DL link adaptation
JP5031009B2 (en) * 2009-09-15 2012-09-19 株式会社エヌ・ティ・ティ・ドコモ Radio base station and mobile communication method
US8340578B2 (en) 2009-10-05 2012-12-25 Apple Inc. Methods and apparatus for enhanced coexistence algorithms in wireless systems
US8693569B2 (en) 2009-10-19 2014-04-08 Apple Inc. Methods and apparatus for dynamic wireless device coexistence
CN102347816B (en) * 2010-07-30 2014-08-13 中兴通讯股份有限公司 Method and device for selecting modulation and coding scheme
JP5658954B2 (en) * 2010-09-15 2015-01-28 株式会社日立国際電気 Wireless communication device
US8599709B2 (en) 2011-02-10 2013-12-03 Apple Inc. Methods and apparatus for wireless coexistence based on transceiver chain emphasis
US8995929B2 (en) * 2011-12-06 2015-03-31 Apple Inc. Methods and apparatus for wireless optimization based on platform configuration and use cases
US8995553B2 (en) 2012-06-08 2015-03-31 Apple Inc. Methods and apparatus for mitigating interference in aggressive form factor designs
CN103532659B (en) * 2012-07-03 2017-03-29 京信通信系统(广州)有限公司 A kind of method and device for determining encoding scheme code book
CN104811983B (en) 2014-01-24 2018-03-27 国际商业机器公司 Adaptive modulation coding method and device

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5241690A (en) * 1990-06-21 1993-08-31 Telefonaktiebolaget L M Ericsson Method for regulating power in a digital mobile telephony system
US5946346A (en) * 1997-10-07 1999-08-31 Motorola, Inc. Method and system for generating a power control command in a wireless communication system
US6108374A (en) * 1997-08-25 2000-08-22 Lucent Technologies, Inc. System and method for measuring channel quality information
US6167031A (en) * 1997-08-29 2000-12-26 Telefonaktiebolaget Lm Ericsson (Publ) Method for selecting a combination of modulation and channel coding schemes in a digital communication system
US20010053142A1 (en) * 2000-06-20 2001-12-20 Matsushita Electric Industrial Co., Ltd Radio communication system
US20020010001A1 (en) * 2000-06-06 2002-01-24 Erik Dahlman Methods and arrangements in a telecommunications system
US20020099526A1 (en) * 1996-01-26 2002-07-25 Patterson David E. Further method of creating and rapidly searching a virtual library of potential molecules using validated molecular structural descriptors
US20020183010A1 (en) * 2001-06-05 2002-12-05 Catreux Severine E. Wireless communication systems with adaptive channelization and link adaptation
US20020183020A1 (en) * 2001-06-05 2002-12-05 Nortel Networks Limited Adaptive coding and modulation
US20020187799A1 (en) * 2001-06-07 2002-12-12 Jacobus Haartsen System and method for link adaptation in communication systems
US20030022629A1 (en) * 2000-08-21 2003-01-30 Kenichi Miyoshi Communication terminal apparatus, base station apparatus and radio communication method
US20030123559A1 (en) * 2001-12-28 2003-07-03 Motorola, Inc. Adaptive transmission method
US6657954B1 (en) * 1999-03-31 2003-12-02 International Business Machines Corporation Adapting receiver thresholds to improve rate-based flow control
US6683916B1 (en) * 2002-07-17 2004-01-27 Philippe Jean-Marc Sartori Adaptive modulation/coding and power allocation system
US20040105460A1 (en) * 2001-04-04 2004-06-03 Preben Mogensen Method of transmitting data in two modes of operation, wherein one mode, the power level is indicated in the message
US6751187B2 (en) * 2001-05-17 2004-06-15 Qualcomm Incorporated Method and apparatus for processing data for transmission in a multi-channel communication system using selective channel transmission
US7206332B2 (en) * 2001-06-25 2007-04-17 Nokia Corporation Optimization of MCS and multi-code with TFCI signaling
US7236474B2 (en) * 2001-11-02 2007-06-26 Samsung Electronics Co., Ltd. Apparatus and method for reporting quality of downlink channel in W-CDMA communication systems supporting HSDPA

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2832213B2 (en) 1989-01-30 1998-12-09 日本電信電話株式会社 Manufacturing method of optical glass
US6034971A (en) * 1998-06-30 2000-03-07 Motorola, Inc. Method and apparatus for controlling communication system capacity
GB9900126D0 (en) * 1999-01-06 1999-02-24 Univ Southampton Wideband burst-by-burst adaptive H.263 assisted wireless video telephony
US6865233B1 (en) * 1999-02-19 2005-03-08 Telefonaktiebolaget Lm Ericsson (Publ) Method and system for control signalling enabling flexible link adaptation in a radiocommunication system
US6385462B1 (en) * 2000-05-26 2002-05-07 Motorola, Inc. Method and system for criterion based adaptive power allocation in a communication system with selective determination of modulation and coding
JP2001358692A (en) * 2000-06-14 2001-12-26 Nec Corp Orthogonal frequency-division multiplex modulating and demodulating circuit
JP3426200B2 (en) * 2000-08-02 2003-07-14 松下電器産業株式会社 Communication terminal device and wireless communication method
US6701129B1 (en) * 2000-09-27 2004-03-02 Nortel Networks Limited Receiver based adaptive modulation scheme
ES2611489T3 (en) 2000-11-16 2017-05-09 Sony Corporation Information processing device and communication device
US6940915B2 (en) 2000-11-30 2005-09-06 Nokia Mobile Phones Ltd. Adaptive learning method and system to adaptive modulation
JP4016647B2 (en) * 2001-05-17 2007-12-05 日本電気株式会社 Mobile communication system, base station, mobile station, threshold setting method used therefor, and program thereof

Patent Citations (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5241690A (en) * 1990-06-21 1993-08-31 Telefonaktiebolaget L M Ericsson Method for regulating power in a digital mobile telephony system
US20020099526A1 (en) * 1996-01-26 2002-07-25 Patterson David E. Further method of creating and rapidly searching a virtual library of potential molecules using validated molecular structural descriptors
US6108374A (en) * 1997-08-25 2000-08-22 Lucent Technologies, Inc. System and method for measuring channel quality information
US6167031A (en) * 1997-08-29 2000-12-26 Telefonaktiebolaget Lm Ericsson (Publ) Method for selecting a combination of modulation and channel coding schemes in a digital communication system
US5946346A (en) * 1997-10-07 1999-08-31 Motorola, Inc. Method and system for generating a power control command in a wireless communication system
US6657954B1 (en) * 1999-03-31 2003-12-02 International Business Machines Corporation Adapting receiver thresholds to improve rate-based flow control
US20020010001A1 (en) * 2000-06-06 2002-01-24 Erik Dahlman Methods and arrangements in a telecommunications system
US20010053142A1 (en) * 2000-06-20 2001-12-20 Matsushita Electric Industrial Co., Ltd Radio communication system
US20030022629A1 (en) * 2000-08-21 2003-01-30 Kenichi Miyoshi Communication terminal apparatus, base station apparatus and radio communication method
US20040105460A1 (en) * 2001-04-04 2004-06-03 Preben Mogensen Method of transmitting data in two modes of operation, wherein one mode, the power level is indicated in the message
US6751187B2 (en) * 2001-05-17 2004-06-15 Qualcomm Incorporated Method and apparatus for processing data for transmission in a multi-channel communication system using selective channel transmission
US20020183020A1 (en) * 2001-06-05 2002-12-05 Nortel Networks Limited Adaptive coding and modulation
US20020183010A1 (en) * 2001-06-05 2002-12-05 Catreux Severine E. Wireless communication systems with adaptive channelization and link adaptation
US7043210B2 (en) * 2001-06-05 2006-05-09 Nortel Networks Limited Adaptive coding and modulation
US20020187799A1 (en) * 2001-06-07 2002-12-12 Jacobus Haartsen System and method for link adaptation in communication systems
US7206332B2 (en) * 2001-06-25 2007-04-17 Nokia Corporation Optimization of MCS and multi-code with TFCI signaling
US7236474B2 (en) * 2001-11-02 2007-06-26 Samsung Electronics Co., Ltd. Apparatus and method for reporting quality of downlink channel in W-CDMA communication systems supporting HSDPA
US20030123559A1 (en) * 2001-12-28 2003-07-03 Motorola, Inc. Adaptive transmission method
US6683916B1 (en) * 2002-07-17 2004-01-27 Philippe Jean-Marc Sartori Adaptive modulation/coding and power allocation system

Cited By (51)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040137906A1 (en) * 2002-12-27 2004-07-15 Sanyo Electric Co., Ltd. Multiple access method and radio apparatus utilizing the same
US7693033B2 (en) * 2002-12-27 2010-04-06 Sanyo Electric Co., Ltd. Multiple access method and radio apparatus utilizing the same
US20060209937A1 (en) * 2003-03-05 2006-09-21 Yoshinori Tanaka Adaptive modulation transmission system, transmission device, reception device, and method thereof
US20050078648A1 (en) * 2003-10-09 2005-04-14 Telefonaktiebolaget Lm Ericsson Adaptive threshold for HS-SCCH part 1 decoding
US7406070B2 (en) * 2003-10-09 2008-07-29 Telefonaktiebolaget L M Ericsson (Publ) Adaptive threshold for HS-SCCH part 1 decoding
US20070217357A1 (en) * 2003-10-31 2007-09-20 Sanyo Electric Co., Ltd. Transmisson Rate Determining Method, and Base Station Apparatus and Terminal Apparatus Utilizing the Same
US7844228B2 (en) * 2003-10-31 2010-11-30 Kyocera Corporation Method of determining transmission rate by controlling adaptive modulation scheme
US20080274700A1 (en) * 2003-11-07 2008-11-06 Jifeng Li Radio Communication Apparatus and Mcs Determination Method
US20050107036A1 (en) * 2003-11-19 2005-05-19 Samsung Elecronics Co., Ltd Apparatus and method for transmitting and receiving commmon control information in a wireless communication system
US7444169B2 (en) * 2004-04-30 2008-10-28 Ntt Docomo, Inc. Wireless base station apparatus and wireless communication control method
US20050250540A1 (en) * 2004-04-30 2005-11-10 Ntt Docomo, Inc. Wireless base station apparatus and wireless communication control method
US20080039145A1 (en) * 2004-04-30 2008-02-14 Ntt Docomo, Inc. Wireless base station apparatus and wireless communication control method
US7937111B2 (en) 2004-04-30 2011-05-03 Ntt Docomo, Inc. Wireless base station apparatus and wireless communication control method
US9363729B2 (en) * 2004-06-04 2016-06-07 Apple Inc. Method and system for soft handoff in mobile broadband systems
US20130250858A1 (en) * 2004-06-04 2013-09-26 Apple Inc. Method and System for Soft Handoff in Mobile Broadband Systems
US20060023713A1 (en) * 2004-07-13 2006-02-02 Samsung Electronics Co., Ltd Retransmission control method and apparatus using the same
CN100353722C (en) * 2004-11-17 2007-12-05 华为技术有限公司 Adaptive link realization
US7693096B2 (en) * 2005-01-11 2010-04-06 Samsung Electronics Co., Ltd. Method and system for indicating data burst allocation in a wireless communication system
US20060153112A1 (en) * 2005-01-11 2006-07-13 Samsung Electronics Co., Ltd. Method and system for indicating data burst allocation in a wireless communication system
US20100146353A1 (en) * 2005-01-11 2010-06-10 Samsung Electronics Co., Ltd. Method and system for indicating data burst allocation in a wireless communication system
US20060268762A1 (en) * 2005-05-25 2006-11-30 Francis Dominique Method of path monitoring in a wireless communication system
US20070066242A1 (en) * 2005-09-20 2007-03-22 Samsung Electronics Co., Ltd. System and method for allocating MCS level in a broadband wireless access communication system
US9696863B2 (en) 2005-11-15 2017-07-04 Synaptics Incorporated Methods and systems for detecting a position-based attribute of an object using digital codes
US9348477B2 (en) 2005-11-15 2016-05-24 Synaptics Incorporated Methods and systems for detecting a position-based attribute of an object using digital codes
US9402223B2 (en) * 2006-07-04 2016-07-26 Hitachi, Ltd. Method for building ad hoc network
US20120269088A1 (en) * 2006-07-04 2012-10-25 Hitachi, Ltd. Method for building ad hoc network
US20080064397A1 (en) * 2006-09-13 2008-03-13 Samsung Electronics Co., Ltd. Apparatus and method for reselecting cell in portable terminal
US9154202B2 (en) * 2006-10-02 2015-10-06 Apple Inc. MIMO precoding enabling spatial multiplexing, power allocation and adaptive modulation and coding
US20130022144A1 (en) * 2006-10-02 2013-01-24 Jayesh H Kotecha Mimo precoding enabling spatial multiplexing, power allocation and adaptive modulation and coding
US8914701B2 (en) 2006-10-30 2014-12-16 Interdigital Technology Corporation Method and apparatus for encoding and decoding a high speed shared control channel
US20120113979A1 (en) * 2007-03-23 2012-05-10 Research In Motion Limited Slow Adaptation of Modulation and Coding for Packet Transmission
US8098601B2 (en) 2007-03-23 2012-01-17 Research In Motion Limited Slow adaptation of modulation and coding for packet transmission
WO2008116307A1 (en) * 2007-03-23 2008-10-02 Research In Motion Limited Slow adaptation of modulation and coding for packet transmission
US20080232301A1 (en) * 2007-03-23 2008-09-25 Zhijun Cai Slow Adaptation of Modulation and Coding for Packet Transmission
US8619638B2 (en) * 2007-03-23 2013-12-31 Blackberry Limited Slow adaptation of modulation and coding for packet transmission
US20100166010A1 (en) * 2007-06-25 2010-07-01 Yosuke Ukita Communication device, integrated circuit, transmission rate control method, and transmission rate control program
CN101743710A (en) * 2007-06-25 2010-06-16 松下电器产业株式会社 Communication device, integrated circuit, transmission rate control method, and transmission rate control program
US8369437B2 (en) 2008-08-11 2013-02-05 Institute For Information Industry Multiple input multiple output antenna system, signal transmission method, signal transmission apparatus, and computer program product for the multiple input multiple output antenna system
US20100034309A1 (en) * 2008-08-11 2010-02-11 Institute For Information Industry Multiple input multiple output antenna system, signal transmission method, signal transmission apparatus, and computer program product for the multiple input multiple output antenna system
US20100302962A1 (en) * 2009-05-29 2010-12-02 Fujitsu Limited Wireless Terminal, Wireless Base Station, Wireless Communication Method, And Wireless Communication System
EP2863568A1 (en) * 2010-03-09 2015-04-22 Qualcomm Incorporated Rate adaptation for SDMA
US20130265944A1 (en) * 2011-08-12 2013-10-10 Mattias Frenne Radio network node, user equipment and methods therein
US9059822B2 (en) * 2011-08-12 2015-06-16 Telefonaktiebolaget L M Ericsson (Publ) Radio network node, user equipment and methods therein
US20150029952A1 (en) * 2013-03-12 2015-01-29 Empire Technology Development Llc Self-adaptively improving system stability
US9729270B2 (en) * 2013-03-12 2017-08-08 Empire Technology Development Llc Self-adaptively improving system stability
US20160006539A1 (en) * 2013-03-22 2016-01-07 Telefonktiebolaget L M Ericsson (Publ) Methods, Mobile Devices and Nodes for Use in a Mobile Communication Network
US9520963B2 (en) * 2013-03-22 2016-12-13 Telefonaktiebolaget Lm Ericsson (Publ) Modulation and coding scheme selection for link adaptation
US20210028878A1 (en) * 2019-07-26 2021-01-28 Hughes Network Systems, Llc On-the-fly inroute adaptive modulation
US10924203B1 (en) * 2019-07-26 2021-02-16 Hughes Network Systems, Llc On-the-fly inroute adaptive modulation
US11451320B2 (en) 2019-07-26 2022-09-20 Hughes Network Systems, Llc On-the-fly inroute adaptive modulation
US11864234B2 (en) * 2019-08-08 2024-01-02 Qualcomm Incorporated Beam-based channel access procedures

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