US20040013207A1 - Adaptive modulation/coding and power allocation system - Google Patents

Adaptive modulation/coding and power allocation system Download PDF

Info

Publication number
US20040013207A1
US20040013207A1 US10/197,382 US19738202A US2004013207A1 US 20040013207 A1 US20040013207 A1 US 20040013207A1 US 19738202 A US19738202 A US 19738202A US 2004013207 A1 US2004013207 A1 US 2004013207A1
Authority
US
United States
Prior art keywords
data stream
transmitting
power
encoding
user
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
US10/197,382
Other versions
US6683916B1 (en
Inventor
Philippe Sartori
Kevin Baum
Brian Classon
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Google Technology Holdings LLC
Original Assignee
Motorola Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Motorola Inc filed Critical Motorola Inc
Assigned to MOTOROLA, INC. reassignment MOTOROLA, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: CLASSON, BRIAN KEITH, BAUM, KEVIN LYNN, SARTORI, PHILIPPE JEAN-MARC
Priority to US10/197,382 priority Critical patent/US6683916B1/en
Priority to PCT/US2003/020194 priority patent/WO2004010663A1/en
Priority to AU2003281567A priority patent/AU2003281567A1/en
Publication of US20040013207A1 publication Critical patent/US20040013207A1/en
Publication of US6683916B1 publication Critical patent/US6683916B1/en
Application granted granted Critical
Assigned to Motorola Mobility, Inc reassignment Motorola Mobility, Inc ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: MOTOROLA, INC
Assigned to MOTOROLA MOBILITY LLC reassignment MOTOROLA MOBILITY LLC CHANGE OF NAME (SEE DOCUMENT FOR DETAILS). Assignors: MOTOROLA MOBILITY, INC.
Assigned to Google Technology Holdings LLC reassignment Google Technology Holdings LLC ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: MOTOROLA MOBILITY LLC
Adjusted expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/04TPC
    • H04W52/18TPC being performed according to specific parameters
    • H04W52/26TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
    • H04W52/267TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service] taking into account the information rate
    • 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
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/02Arrangements for detecting or preventing errors in the information received by diversity reception
    • H04L1/06Arrangements for detecting or preventing errors in the information received by diversity reception using space diversity
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W52/00Power management, e.g. TPC [Transmission Power Control], power saving or power classes
    • H04W52/04TPC
    • H04W52/18TPC being performed according to specific parameters
    • H04W52/26TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
    • H04W52/262TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service] taking into account adaptive modulation and coding [AMC] scheme
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/08Arrangements for detecting or preventing errors in the information received by repeating transmission, e.g. Verdan system

Definitions

  • the present invention relates generally to communication systems and in particular, to adaptive modulation/coding and power allocation in such communication systems.
  • multistream transmission can be thought of as the transmission of multiple data streams from a single transmitter source, using multiple transmit antennas, to a single receiver, using multiple receive antennas.
  • Each data stream is transmitted utilizing the same channel resource (e.g., frequency/timeslot/code) and can be distinguished by the receiver due to the fact that the antennas are separated spatially at both the transmitter and the receiver.
  • the receiver combines the signals from the multiple receive antennas to reconstruct the transmitted multistream data.
  • multistream methods can be combined with feedback from the receiver to the transmitter so that adjustments can be made for changing channel conditions.
  • AMC stream-level adaptive modulation and coding
  • stream-level power control the power of a transmitted stream is adjusted to some target power in order to meet a target signal-to-interference-plus-noise ratio, S/(I+N), at the receiver. (S/(I+N) is provided via feedback from the receiver).
  • stream-level AMC the modulation and coding format of a stream is changed to match the current received signal quality (S/(I+N)).
  • streams with high S/(I+N) are typically assigned higher-order modulations and high code rates (e.g., 64-QAM with rate- ⁇ fraction (3/4) ⁇ convolutional coding), with the modulation-order and/or the code rate decreasing as S/(I+N) decreases.
  • streams with high S/(I+N) are typically assigned higher power along with higher-order modulations and high code rates, with the power level, the modulation-order and/or the code rate decreasing as S/(I+N) decreases.
  • the total available link power is usually distributed across streams in order to match or approximate a water-filling distribution.
  • FIG. 1 is a block diagram of a communication system in accordance with the preferred embodiment of the present invention.
  • FIG. 2 illustrates AMC and power control in accordance with the preferred embodiment of the present invention.
  • FIG. 3 illustrates AMC and power control in accordance with the preferred embodiment of the present invention.
  • FIG. 4 is a block diagram of a transmitter in accordance with the preferred embodiment of the present invention.
  • FIG. 5 is a flow chart showing operation of the communication system of FIG. 1 in accordance with the preferred embodiment of the present invention.
  • a multistream AMC and power allocation system is provided herein.
  • excess power is distributed to certain streams of a link in order to increase the stream's signal quality, and thus, its encoding rate.
  • certain streams will have their overall power, and thus their signal quality reduced, in the preferred embodiment of the present invention the reduction in signal quality is limited so that the encoding rate for these streams remains unchanged.
  • encoding rate refers to a channel coding rate combined with a modulation rate (‘modulation and coding rate’), however in alternate embodiments of the present invention “encoding rate” may not include the modulation rate, or may also include a spreading factor or a repetition factor.
  • Modulation rate refers to the number of channel bits that are represented per modulation symbol. For example, QPSK modulation represents 2 bits per symbol, and 16 QAM modulation represents 4 bits per symbol).
  • the present invention encompasses a method comprising the steps of transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first power level, and transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level.
  • An excess power is determined for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate, and the first power level is reduced for the first data stream while maintaining the first encoding rate for the first data stream.
  • the second power level is increased for the second data stream while increasing the second encoding rate for the second data stream.
  • the present invention additionally encompasses a method comprising the steps of transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first quality level, transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second quality level, and determining an excess quality for the first data stream, wherein the excess quality comprises a reduction in quality that the first data stream can undergo while still maintaining the first encoding rate.
  • the first quality level for the first data stream is reduced while maintaining the first encoding rate for the first data stream, and the second quality level is increased for the second data stream while increasing the second encoding rate for the second data stream.
  • the present invention encompasses an apparatus.
  • the apparatus comprises a first transmitter outputting a first data stream to a user, wherein the first data stream has a first encoding rate and a first power level, a second transmitter outputting a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level, and a logic unit determining an excess power for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate.
  • the apparatus additionally comprises a power distribution unit reducing the first power level for the first data stream and maintaining the first encoding rate for the first data stream while increasing the second power level for the second data stream and increasing the second encoding rate for the second data stream.
  • FIG. 1 is a block diagram of communication system 100 in accordance with the preferred embodiment of the present invention.
  • communication system utilizes a Multiple Input Multiple Output (MIMO) technique as described in G. J. Foschini and M. J. Gans, “On limits of wireless communications in a fading environment when using multiple antennas”, Wireless Personal Commun ., vol. 6, pp. 311-335, March 1998.
  • MIMO Multiple Input Multiple Output
  • each stream is transmitted via a different antenna, and in a second embodiment each stream is distributed across all antennas, with a different complex weight on each antenna, where the weighted streams are summed on each antenna prior to transmission.
  • the combination of the streams being transmitted to a user is referred to as a link.
  • communication system 100 is shown as a wireless communication system, it should be understood that the present invention may be advantageously implemented in any communication system with multiple signal paths between a transmitter and a receiver.
  • each data stream 103 - 105 is transmitted utilizing the same channel resource (e.g., frequency/timeslot/code) and can be distinguished by receiver 102 due to the fact that the transmitter's antennas are spatially separated.
  • Each stream is assigned a modulation/coding rate from a finite set of rates, with the total power output for the streams being held constant. The modulation/coding rate determines the encoding rate of the stream.
  • Each antenna on receiver 102 receives a combination of streams 103 - 105 and receiver 102 combines signals from the multiple receive antennas to recover streams 103 - 105 and reconstruct the transmitted data.
  • FIG. 2 shows allowable encoding rates as a function of signal quality. As is evident, as the signal quality increases, higher encoding rates can be utilized.
  • FIG. 2 also illustrates the inefficiencies of prior-art per-stream power control/encoding. As is evident, the second data stream is operating at a much higher signal quality than is necessary to maintain its encoding rate, while the first data stream is just short of achieving the necessary signal quality to boost its encoding rate.
  • each stream 103 - 105 is assigned a modulation/coding rate (MCR) from a finite set of rates along with a power level P l .
  • MCR modulation/coding rate
  • Each stream is assigned the highest MCR from this finite set that can be supported, given its C/I value.
  • some transmit power is wasted on excess stream margin whenever the C/I of a stream is higher than the minimum C/I required for the assigned MCR.
  • [0020] is held to a constant value, where P l is the power output for the ith data stream.
  • P l is the power output for the ith data stream.
  • FIG. 4 is a block diagram of a transmitter 101 in accordance with the preferred embodiment of the present invention.
  • transmitter 101 comprises logic unit 414 , stream signal quality unit 420 , MCR unit 416 , link transmit power distribution unit 412 , and transmission circuitry 408 .
  • Logic unit 414 adaptively controls resource allocation to data streams 103 - 105 transmitted to receiver 102 .
  • logic unit 414 controls transmit power allocated to each of the data streams (via power unit 412 ) along with the encoding rate for each link (via MCR unit 416 ).
  • transmission circuitry 408 is shown as a single transmitting unit, one of ordinary skill in the art will recognize that transmission circuitry 408 typically comprises multiple transmitters for transmission purposes.
  • Operation of transmitter 101 in accordance with the preferred embodiment of the present invention occurs as follows: Logic unit 414 originally instructs power distribution unit 412 to transmit utilizing the same power level for all N downlink streams. Stream signal quality unit 420 then provides a quality feedback for each of the N streams. Logic unit 414 accesses stream signal quality unit 420 to obtain the stream quality for the N downlink signals being transmitted to the receiver. Logic unit 414 then calculates a maximum encoding rate for each stream based on the quality feedback (typically a quantized S/(I+N) or a desired modulation/coding rate), and instructs MCR unit 416 to utilize the best MCR the stream can support for each stream.
  • the quality feedback typically a quantized S/(I+N) or a desired modulation/coding rate
  • each stream may initially utilize differing encoding rates based on its downlink quality.
  • the receiver initially measures channel characteristics based on pilot symbols, and feeds back the information (typically a quantized S/(I+N) or a desired modulation/coding rate) to the transmitter.
  • the transmitter can then perform the AMC and power allocation based on the measured channel characteristics.
  • logic unit 414 determines excess power for the downlink transmission.
  • the excess power for the downlink transmission comprises a total decrease in power that the transmissions may undergo without changing the encoding rates for the downlink streams.
  • logic unit 414 instructs power distribution unit 412 to decrease the power of individual streams while increasing the power of others.
  • logic unit 414 instructs MCR unit 416 to increase the encoding rate of streams having their power increased.
  • FIG. 5 is a flow chart showing operation of the communication system of FIG. 1 in accordance with the preferred embodiment of the present invention.
  • MCRs discrete rates or MCRs
  • the rate index is an integer greater than or equal to 1, where the minimum MCR is assigned rate index 1, the next larger MCR is assigned rate index 2, and so forth.
  • Each MCR is obtained from the combination of the modulation format and the coding rate. As discussed above, each MCR has an associated minimum signal quality that is necessary to support the particular MCR.
  • the signal quality is specified as a carrier to interference (C/I) ratio
  • ⁇ j denotes the minimum required C/I to support the MCR with rate index j.
  • the i th stream can be assigned the MCR with rate index j if ⁇ j ⁇ (C/I) l ⁇ j+1 .
  • Table 1 illustrates various modulation rates that can be utilized. Note that the signal quality thresholds can vary over time, because of different channel conditions, or changing QoS requirements for the data streams. Note also that it is very possible that the signal quality of a stream is below the minimum threshold to be assigned an MCR. In that case, no data is sent on this data stream.
  • Rate Index j Information Bits/ (or MCR index) Modulation Format Code Rate Symbol, or MCR
  • QPSK ⁇ fraction (3/16) ⁇ 0.375 2 QPSK 3 ⁇ 8 0.75 3 QPSK 3 ⁇ 4 1.5 4 16-QAM 3 ⁇ 4 3 5 64-QAM 3 ⁇ 4 4.5 6 64-QAM Uncoded 6
  • the logic flow begins at step 501 where transmission circuitry 408 is actively transmitting N downlink data streams to an individual receiver.
  • transmission circuitry 408 is actively transmitting N downlink data streams to an individual receiver.
  • at least a first and a second data stream is transmitted to a user, where the first and the second data stream have a first and second encoding rate and a first and second power level, respectively.
  • the total link power P ⁇ for the downlink transmissions to the receiver is held constant.
  • a minimum transmit power P l,min needed to achieve a minimum C/I for each link's rate index j is determined at step 503 .
  • logic unit 414 accesses stream signal quality unit 420 to determine stream quality (in this example C/I) for each downlink stream and based on the stream quality logic unit 414 calculates an excess transmit power L l for each stream (step 507 ).
  • the excess transmit power (quality) L l is determined for each stream as a difference between the actual stream transmit power and the minimum stream transmit power P l,min needed to maintain the current encoding rate j.
  • the total transmit power P ⁇ is distributed among the individual streams as discussed above. In particular some streams that have excess power will have their power reduced while maintaining their encoding rates. The excess power will be allocated to those data streams that will be able to increase their encoding rates with the excess power allocated to them. One way to accomplish this would be to lower all streams to their lowest allowable power level P l,min and then use the remaining power (P XS ) to selectively increase the power for streams needing the lowest amount of power to increase their index.
  • step 513 the encoding rates are adjusted for those streams that have had excess power allocated to them.

Abstract

In accordance with the preferred embodiment of the present invention, excess power is distributed to certain streams in order to increase the stream's signal quality, and thus, its encoding rate. Although certain streams will have their overall power, and thus their signal quality reduced, in the preferred embodiment of the present invention the reduction in signal quality is limited so that the encoding rate for these streams remains unchanged.

Description

    FIELD OF THE INVENTION
  • The present invention relates generally to communication systems and in particular, to adaptive modulation/coding and power allocation in such communication systems. [0001]
  • BACKGROUND OF THE INVENTION
  • In order to increase the throughput of a link within a communication system, it has been proposed to utilize multistream transmission techniques with spatial multiplexing. In its simplest sense, multistream transmission can be thought of as the transmission of multiple data streams from a single transmitter source, using multiple transmit antennas, to a single receiver, using multiple receive antennas. Each data stream is transmitted utilizing the same channel resource (e.g., frequency/timeslot/code) and can be distinguished by the receiver due to the fact that the antennas are separated spatially at both the transmitter and the receiver. The receiver combines the signals from the multiple receive antennas to reconstruct the transmitted multistream data. Additionally, multistream methods can be combined with feedback from the receiver to the transmitter so that adjustments can be made for changing channel conditions. [0002]
  • It has been proposed to utilize stream-level adaptive modulation and coding (AMC) and stream-level power control techniques along with multistream transmission to further improve link performance. With stream-level power control (simply referred from now on as ‘power control’), the power of a transmitted stream is adjusted to some target power in order to meet a target signal-to-interference-plus-noise ratio, S/(I+N), at the receiver. (S/(I+N) is provided via feedback from the receiver). With stream-level AMC (simply referred from now on as ‘AMC’), the modulation and coding format of a stream is changed to match the current received signal quality (S/(I+N)). In a system with AMC along with multistream transmission, streams with high S/(I+N) are typically assigned higher-order modulations and high code rates (e.g., 64-QAM with rate-{fraction (3/4)} convolutional coding), with the modulation-order and/or the code rate decreasing as S/(I+N) decreases. In a system with AMC combined with power control along with multistream transmission, streams with high S/(I+N) are typically assigned higher power along with higher-order modulations and high code rates, with the power level, the modulation-order and/or the code rate decreasing as S/(I+N) decreases. The total available link power is usually distributed across streams in order to match or approximate a water-filling distribution. [0003]
  • Unfortunately, current AMC and power-control methods fail to make efficient use of power-control techniques to allow for the highest combined data throughput over the various streams utilized by the receiver. More particularly, a number of streams may not have sufficient power to support higher code rates while other streams may be utilizing more power than is necessary to support the higher code rates. Accordingly, there is a need for AMC and power allocation which makes make efficient use of power-control techniques to allow for the highest combined data throughput over the various streams utilized by a receiver.[0004]
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • FIG. 1 is a block diagram of a communication system in accordance with the preferred embodiment of the present invention. [0005]
  • FIG. 2 illustrates AMC and power control in accordance with the preferred embodiment of the present invention. [0006]
  • FIG. 3 illustrates AMC and power control in accordance with the preferred embodiment of the present invention. [0007]
  • FIG. 4 is a block diagram of a transmitter in accordance with the preferred embodiment of the present invention. [0008]
  • FIG. 5 is a flow chart showing operation of the communication system of FIG. 1 in accordance with the preferred embodiment of the present invention. [0009]
  • DETAILED DESCRIPTION OF THE DRAWINGS
  • In order to address the above-mentioned need, a multistream AMC and power allocation system is provided herein. In accordance with the preferred embodiment of the present invention, excess power is distributed to certain streams of a link in order to increase the stream's signal quality, and thus, its encoding rate. Although certain streams will have their overall power, and thus their signal quality reduced, in the preferred embodiment of the present invention the reduction in signal quality is limited so that the encoding rate for these streams remains unchanged. It should be noted that although in the preferred embodiment of the present invention “encoding rate” refers to a channel coding rate combined with a modulation rate (‘modulation and coding rate’), however in alternate embodiments of the present invention “encoding rate” may not include the modulation rate, or may also include a spreading factor or a repetition factor. (Modulation rate refers to the number of channel bits that are represented per modulation symbol. For example, QPSK modulation represents 2 bits per symbol, and 16 QAM modulation represents 4 bits per symbol). [0010]
  • In a communication system where multiple data streams are transmitted to a single user, a method for adaptive modulation/coding and power allocation, the present invention encompasses a method comprising the steps of transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first power level, and transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level. An excess power is determined for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate, and the first power level is reduced for the first data stream while maintaining the first encoding rate for the first data stream. Finally, the second power level is increased for the second data stream while increasing the second encoding rate for the second data stream. [0011]
  • The present invention additionally encompasses a method comprising the steps of transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first quality level, transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second quality level, and determining an excess quality for the first data stream, wherein the excess quality comprises a reduction in quality that the first data stream can undergo while still maintaining the first encoding rate. The first quality level for the first data stream is reduced while maintaining the first encoding rate for the first data stream, and the second quality level is increased for the second data stream while increasing the second encoding rate for the second data stream. [0012]
  • The present invention encompasses an apparatus. The apparatus comprises a first transmitter outputting a first data stream to a user, wherein the first data stream has a first encoding rate and a first power level, a second transmitter outputting a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level, and a logic unit determining an excess power for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate. The apparatus additionally comprises a power distribution unit reducing the first power level for the first data stream and maintaining the first encoding rate for the first data stream while increasing the second power level for the second data stream and increasing the second encoding rate for the second data stream. [0013]
  • Turning now to the drawings, wherein like numerals designate like components, FIG. 1 is a block diagram of [0014] communication system 100 in accordance with the preferred embodiment of the present invention. In the preferred embodiment of the present invention communication system utilizes a Multiple Input Multiple Output (MIMO) technique as described in G. J. Foschini and M. J. Gans, “On limits of wireless communications in a fading environment when using multiple antennas”, Wireless Personal Commun., vol. 6, pp. 311-335, March 1998. With such a system the transmission of multiple data streams 103-105 are transmitted to a single user over multiple antennas. In a first embodiment each stream is transmitted via a different antenna, and in a second embodiment each stream is distributed across all antennas, with a different complex weight on each antenna, where the weighted streams are summed on each antenna prior to transmission. As is known in the art, the combination of the streams being transmitted to a user is referred to as a link. Additionally, although communication system 100 is shown as a wireless communication system, it should be understood that the present invention may be advantageously implemented in any communication system with multiple signal paths between a transmitter and a receiver.
  • As discussed above, each data stream [0015] 103-105 is transmitted utilizing the same channel resource (e.g., frequency/timeslot/code) and can be distinguished by receiver 102 due to the fact that the transmitter's antennas are spatially separated. Each stream is assigned a modulation/coding rate from a finite set of rates, with the total power output for the streams being held constant. The modulation/coding rate determines the encoding rate of the stream. Each antenna on receiver 102 receives a combination of streams 103-105 and receiver 102 combines signals from the multiple receive antennas to recover streams 103-105 and reconstruct the transmitted data.
  • As discussed above prior-art techniques utilizing power control along with AMC are inefficient in that a number of streams may not have sufficient power to support higher code rates while other streams may be utilizing more power than is necessary to support the higher code rates. This is illustrated in FIG. 2 showing allowable encoding rates as a function of signal quality. As is evident, as the signal quality increases, higher encoding rates can be utilized. FIG. 2 also illustrates the inefficiencies of prior-art per-stream power control/encoding. As is evident, the second data stream is operating at a much higher signal quality than is necessary to maintain its encoding rate, while the first data stream is just short of achieving the necessary signal quality to boost its encoding rate. [0016]
  • In order to address this issue, in the preferred embodiment of the present invention excess power is distributed to certain streams in order to increase the stream's signal quality, and thus, its encoding rate. Although certain streams will have their overall power, and thus their signal quality, reduced, in the preferred embodiment of the present invention the reduction in signal quality is limited so that the encoding rate for the stream remains unchanged. This is illustrated in FIG. 3. [0017]
  • As shown in FIG. 3, the signal quality of the second received data stream has been reduced (by decreasing the transmit power) while the signal quality of the first data stream has been increased (by increasing the transmit power). In the preferred embodiment of the present invention the total link power (P[0018] μ) transmitted to the receiver has remained unchanged, yet the total link data rate has increased due to the fact that the first data stream can now operate utilizing the higher encoding rate. Thus, in accordance with the preferred embodiment of the present invention, each stream 103-105 is assigned a modulation/coding rate (MCR) from a finite set of rates along with a power level Pl. Each stream is assigned the highest MCR from this finite set that can be supported, given its C/I value. However, some transmit power (excess power) is wasted on excess stream margin whenever the C/I of a stream is higher than the minimum C/I required for the assigned MCR.
  • In the preferred embodiment of the present invention the prior-art is improved upon by distributing any such excess power to certain streams in order to increase the streams encoding rate while maintaining the encoding rate for streams having their power reduced. Additionally, throughout the above procedure the total link power output for the N data streams, [0019] P μ = i = 1 N P i ,
    Figure US20040013207A1-20040122-M00001
  • is held to a constant value, where P[0020] l is the power output for the ith data stream. By keeping the total link power output constant, the amount of co-channel interference that the transmitter causes (in a cellular communication system with frequency reuse, for example) is not increased, even though the transmitted data rate has been increased.
  • FIG. 4 is a block diagram of a [0021] transmitter 101 in accordance with the preferred embodiment of the present invention. As shown, transmitter 101 comprises logic unit 414, stream signal quality unit 420, MCR unit 416, link transmit power distribution unit 412, and transmission circuitry 408. Logic unit 414 adaptively controls resource allocation to data streams 103-105 transmitted to receiver 102. In particular, logic unit 414 controls transmit power allocated to each of the data streams (via power unit 412) along with the encoding rate for each link (via MCR unit 416). Although transmission circuitry 408 is shown as a single transmitting unit, one of ordinary skill in the art will recognize that transmission circuitry 408 typically comprises multiple transmitters for transmission purposes.
  • Operation of [0022] transmitter 101 in accordance with the preferred embodiment of the present invention occurs as follows: Logic unit 414 originally instructs power distribution unit 412 to transmit utilizing the same power level for all N downlink streams. Stream signal quality unit 420 then provides a quality feedback for each of the N streams. Logic unit 414 accesses stream signal quality unit 420 to obtain the stream quality for the N downlink signals being transmitted to the receiver. Logic unit 414 then calculates a maximum encoding rate for each stream based on the quality feedback (typically a quantized S/(I+N) or a desired modulation/coding rate), and instructs MCR unit 416 to utilize the best MCR the stream can support for each stream.
  • It should be noted that in an alternate embodiment, each stream may initially utilize differing encoding rates based on its downlink quality. In this embodiment the receiver initially measures channel characteristics based on pilot symbols, and feeds back the information (typically a quantized S/(I+N) or a desired modulation/coding rate) to the transmitter. The transmitter can then perform the AMC and power allocation based on the measured channel characteristics. [0023]
  • Continuing, [0024] logic unit 414 then determines excess power for the downlink transmission. As discussed above, the excess power for the downlink transmission comprises a total decrease in power that the transmissions may undergo without changing the encoding rates for the downlink streams. Once the excess power has been determined, logic unit 414 instructs power distribution unit 412 to decrease the power of individual streams while increasing the power of others. Simultaneously, logic unit 414 instructs MCR unit 416 to increase the encoding rate of streams having their power increased.
  • FIG. 5 is a flow chart showing operation of the communication system of FIG. 1 in accordance with the preferred embodiment of the present invention. For purposes of this example it is assumed that there are six discrete rates or MCRs, each with an associated modulation format, code rate, and rate index j. The rate index is an integer greater than or equal to 1, where the minimum MCR is assigned rate index 1, the next larger MCR is assigned rate index 2, and so forth. The total number of MCRs is denoted as J (note that J=6 for this embodiment). Each MCR is obtained from the combination of the modulation format and the coding rate. As discussed above, each MCR has an associated minimum signal quality that is necessary to support the particular MCR. For example, if the signal quality is specified as a carrier to interference (C/I) ratio, then φ[0025] j denotes the minimum required C/I to support the MCR with rate index j. In this case, the ith stream can be assigned the MCR with rate index j if φj≦(C/I)lj+1. Table 1 illustrates various modulation rates that can be utilized. Note that the signal quality thresholds can vary over time, because of different channel conditions, or changing QoS requirements for the data streams. Note also that it is very possible that the signal quality of a stream is below the minimum threshold to be assigned an MCR. In that case, no data is sent on this data stream.
    TABLE 1
    Example set of modulation formats and channel code rates, which
    provide a set of discrete encoding rates.
    Encoding Rate:
    Rate Index j (Information Bits/
    (or MCR index) Modulation Format Code Rate Symbol, or MCR)
    1 QPSK {fraction (3/16)} 0.375
    2 QPSK 0.75
    3 QPSK ¾ 1.5
    4 16-QAM ¾ 3
    5 64-QAM ¾ 4.5
    6 64-QAM Uncoded 6
  • The logic flow begins at [0026] step 501 where transmission circuitry 408 is actively transmitting N downlink data streams to an individual receiver. In particular, at least a first and a second data stream is transmitted to a user, where the first and the second data stream have a first and second encoding rate and a first and second power level, respectively. As discussed above, the total link power Pμ for the downlink transmissions to the receiver is held constant. For each stream, a minimum transmit power Pl,min needed to achieve a minimum C/I for each link's rate index j is determined at step 503. In this example, data stream i needs a minimum transmit power of: P i , min = P μ N φ j ( C / I ) i ( 2 )
    Figure US20040013207A1-20040122-M00002
  • to support rate index j, where φ[0027] j is the lowest C/I (linear scale) which can support rate index j.
  • At [0028] step 505, logic unit 414 accesses stream signal quality unit 420 to determine stream quality (in this example C/I) for each downlink stream and based on the stream quality logic unit 414 calculates an excess transmit power Ll for each stream (step 507). The excess transmit power (quality) Ll is determined for each stream as a difference between the actual stream transmit power and the minimum stream transmit power Pl,min needed to maintain the current encoding rate j. The excess transmit power Ll of a single stream i is given by equation (3), where L i = P μ N ( 1 - φ j ( C / I ) i ) . ( 3 )
    Figure US20040013207A1-20040122-M00003
  • If the signal quality on a stream is too low to be assigned a MCR, all the power assigned to this stream is excess power, so that the excess transmit power L[0029] i of a single stream i is given by equation (4), where L i = P μ N . ( 4 )
    Figure US20040013207A1-20040122-M00004
  • At [0030] step 509 logic unit 414 determines a total amount of excess power (PXS) available, where P XS = i = 1 N L i .
    Figure US20040013207A1-20040122-M00005
  • If there is excess transmit power available, at [0031] step 511 the total transmit power Pμ is distributed among the individual streams as discussed above. In particular some streams that have excess power will have their power reduced while maintaining their encoding rates. The excess power will be allocated to those data streams that will be able to increase their encoding rates with the excess power allocated to them. One way to accomplish this would be to lower all streams to their lowest allowable power level Pl,min and then use the remaining power (PXS) to selectively increase the power for streams needing the lowest amount of power to increase their index. For example, since the total excess transmit power PXS from all streams is given by: P XS = i = 1 N L i = P μ [ 1 - i ( C / I ) i φ 1 1 N φ j ( C / I ) i ] . ( 5 )
    Figure US20040013207A1-20040122-M00006
  • To increase stream i from rate index j to rate index j+1 would require an amount of additional stream transmit power ΔP[0032] j,j+1 l given by: Δ P j , j + 1 i = P μ N ( φ j + 1 - φ j ) ( C / I ) i ( 6 )
    Figure US20040013207A1-20040122-M00007
  • to be added to the minimum transmit power P[0033] l,min already assumed for stream i. For the special case of (C/I)il the amount of additional stream transmit power needed to bring the stream to the minimum supported MCR would be given by: Δ P 0 , 1 i = P μ N φ 1 ( C / I ) i . ( 7 )
    Figure US20040013207A1-20040122-M00008
  • Finally, at [0034] step 513, the encoding rates are adjusted for those streams that have had excess power allocated to them.
  • While the invention has been particularly shown and described with reference to a particular embodiment, it will be understood by those skilled in the art that various changes in form and details may be made therein without departing from the spirit and scope of the invention. For example, he current description assumes that the AMC levels are discrete, and that the power adjustment capability is continuous. One of ordinary skill in the art will realize that the above description is also applicable to the case where the both the AMC levels and the power control steps are discrete rather than continuous. Additionally, the above embodiments were described using a particular MIMO technique. One of ordinary skill in the art will recognize that the above procedures may be utilized with any MIMO transmission scheme. It is intended that such changes come within the scope of the following claims. [0035]

Claims (20)

1. In a communication system where multiple data streams are transmitted to a single user, a method for adaptive modulation/coding and power allocation, the method comprising the steps of:
transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first power level;
transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level;
determining an excess power for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate;
reducing the first power level for the first data stream while maintaining the first encoding rate for the first data stream; and
increasing the second power level for the second data stream while increasing the second encoding rate for the second data stream.
2. The method of claim 1 where in the step of transmitting the first data stream to the user comprises the step of transmitting the first data stream having a first encoding rate chosen from a finite set of encoding rates.
3. The method of claim 1 where in the step of transmitting the first data stream to the user comprises the step of transmitting the first data stream having a first transmit power level chosen from a discrete set of power levels.
4. The method of claim 1 further comprising the step of:
holding a total power output substantially constant for the user, the total power output being a sum of the power of the first and the second data streams.
5. The method of claim 1 wherein the step of transmitting the first and the second data streams to the user comprises the steps of transmitting the first and the second data streams to the user over a same channel resource.
6. The method of claim 1 wherein the step of transmitting the first and the second data streams to the user comprises the steps of transmitting the first and the second data streams to the user over a first and a second antenna.
7. The method of claim 1 wherein the step of transmitting the first and the second data streams using the first and the second encoding rates comprises the step of transmitting the first and the second data streams using QPSK or QAM modulation.
8. The method of claim 1 wherein the step of transmitting the first and the second data streams using the first and the second encoding rates comprises the step of transmitting the first and the second data streams having a first and second encoding rates, wherein the first and the second encoding rates are taken from the group consisting of a channel coding rate, a modulation rate, a spreading factor and a repetition factor.
9. In a communication system where multiple data streams are transmitted to a single user, a method for adaptive modulation/coding and power allocation, the method comprising the steps of:
transmitting a first data stream to the user, wherein the first data stream has a first encoding rate and a first quality level;
transmitting a second data stream to the user, wherein the second data stream has a second encoding rate and a second quality level;
determining an excess quality for the first data stream, wherein the excess quality comprises a reduction in quality that the first data stream can undergo while still maintaining the first encoding rate;
reducing the first quality level for the first data stream while maintaining the first encoding rate for the first data stream; and
increasing the second quality level for the second data stream while increasing the second encoding rate for the second data stream.
10. The method of claim 9 wherein the step of transmitting the first and the second data streams to the user comprises the steps of transmitting the first and the second data streams to the user over a same channel resource.
11. The method of claim 9 wherein the step of transmitting the first and the second data streams to the user comprises the steps of transmitting the first and the second data streams to the user over a first and a second antenna.
12. The method of claim 9 wherein the step of transmitting the first and the second data streams using the first and the second encoding rates comprises the step of transmitting the first and the second data streams using QPSK or QAM encoding.
13. The method of claim 9 wherein the step of transmitting the first and the second data streams using the first and the second encoding rates comprises the step of transmitting the first and the second data streams having a first and second encoding rates, wherein the first and the second encoding rates are taken from the group consisting of a channel coding rate, a modulation rate, a repetition factor and a spreading factor.
14. An apparatus comprising:
a first transmitter outputting at least a component of a first data stream to a user, wherein the first data stream has a first encoding rate and a first power level;
a second transmitter outputting at least a component of a second data stream to the user, wherein the second data stream has a second encoding rate and a second power level;
a logic unit determining an excess power for the first data stream, wherein the excess power comprises a reduction in power that the first data stream can undergo while still maintaining the first encoding rate; and
a power distribution unit reducing the first power level for the first data stream and maintaining the first encoding rate for the first data stream while increasing the second power level for the second data stream and increasing the second encoding rate for the second data stream.
15. The apparatus of claim 14 where in the first and the second encoding rates are chosen from a finite set of encoding rates.
16. The apparatus of claim 14 where in the first and the second transmit power levels are chosen from a discrete set of power levels.
17. The apparatus of claim 14 wherein the total power output for the first and the second data streams is held substantially constant.
18. The apparatus of claim 14 wherein the first and the second data streams are transmitted to the user over a same channel resource.
19. The apparatus of claim 14 wherein the first and the second data streams are transmitted to the user using QPSK or QAM encoding.
20. The apparatus of claim 14 wherein the encoding rates are taken from the group consisting of a channel coding rate, a modulation rate, a repetition factor and a spreading factor.
US10/197,382 2002-07-17 2002-07-17 Adaptive modulation/coding and power allocation system Expired - Lifetime US6683916B1 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
US10/197,382 US6683916B1 (en) 2002-07-17 2002-07-17 Adaptive modulation/coding and power allocation system
PCT/US2003/020194 WO2004010663A1 (en) 2002-07-17 2003-06-26 Adaptive modulation/coding and power allocation system
AU2003281567A AU2003281567A1 (en) 2002-07-17 2003-06-26 Adaptive modulation/coding and power allocation system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US10/197,382 US6683916B1 (en) 2002-07-17 2002-07-17 Adaptive modulation/coding and power allocation system

Publications (2)

Publication Number Publication Date
US20040013207A1 true US20040013207A1 (en) 2004-01-22
US6683916B1 US6683916B1 (en) 2004-01-27

Family

ID=30115135

Family Applications (1)

Application Number Title Priority Date Filing Date
US10/197,382 Expired - Lifetime US6683916B1 (en) 2002-07-17 2002-07-17 Adaptive modulation/coding and power allocation system

Country Status (3)

Country Link
US (1) US6683916B1 (en)
AU (1) AU2003281567A1 (en)
WO (1) WO2004010663A1 (en)

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060093058A1 (en) * 2004-10-27 2006-05-04 Kabushiki Kaisha Toshiba Multiple list link adaptation
US20060256862A1 (en) * 2005-04-28 2006-11-16 Texas Instruments Incorporated Codecs Providing Multiple Bit Streams
US20080032463A1 (en) * 2004-06-21 2008-02-07 Sang-Yun Lee Semiconductor memory device
US20080038902A1 (en) * 2004-06-21 2008-02-14 Sang-Yun Lee Semiconductor bonding and layer transfer method
US20080048327A1 (en) * 2004-06-21 2008-02-28 Sang-Yun Lee Electronic circuit with embedded memory
US20080191312A1 (en) * 2003-06-24 2008-08-14 Oh Choonsik Semiconductor circuit
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
ES2360039A1 (en) * 2010-12-01 2011-05-31 Universidad Carlos Iii De Madrid Combined transmission method
US20120170514A1 (en) * 2010-12-30 2012-07-05 Belair Networks Wireless operation in very high density environments
CN106134130A (en) * 2014-03-14 2016-11-16 华为技术有限公司 The system and method estimated for the dynamic effective speed of real-time video flow
US20190109884A1 (en) * 2016-05-12 2019-04-11 Telefonaktiebolaget Lm Ericsson (Publ) Control Of Media Transcoding During A Media Session

Families Citing this family (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7952511B1 (en) 1999-04-07 2011-05-31 Geer James L Method and apparatus for the detection of objects using electromagnetic wave attenuation patterns
EP1481496B1 (en) * 2002-01-29 2008-06-11 Nokia Corporation Data transfer method in radio system
GB2391431A (en) * 2002-07-30 2004-02-04 Fujitsu Ltd Adaptive modulation and coding method
US8194770B2 (en) * 2002-08-27 2012-06-05 Qualcomm Incorporated Coded MIMO systems with selective channel inversion applied per eigenmode
US7957486B2 (en) * 2002-09-30 2011-06-07 Intel Corporation Transmission link adaptation
US8134976B2 (en) * 2002-10-25 2012-03-13 Qualcomm Incorporated Channel calibration for a time division duplexed communication system
US8570988B2 (en) * 2002-10-25 2013-10-29 Qualcomm Incorporated Channel calibration for a time division duplexed communication system
US20040081131A1 (en) 2002-10-25 2004-04-29 Walton Jay Rod OFDM communication system with multiple OFDM symbol sizes
US7324429B2 (en) 2002-10-25 2008-01-29 Qualcomm, Incorporated Multi-mode terminal in a wireless MIMO system
US8320301B2 (en) * 2002-10-25 2012-11-27 Qualcomm Incorporated MIMO WLAN system
US7002900B2 (en) * 2002-10-25 2006-02-21 Qualcomm Incorporated Transmit diversity processing for a multi-antenna communication system
US8169944B2 (en) 2002-10-25 2012-05-01 Qualcomm Incorporated Random access for wireless multiple-access communication systems
US8170513B2 (en) * 2002-10-25 2012-05-01 Qualcomm Incorporated Data detection and demodulation for wireless communication systems
US8208364B2 (en) * 2002-10-25 2012-06-26 Qualcomm Incorporated MIMO system with multiple spatial multiplexing modes
US7986742B2 (en) 2002-10-25 2011-07-26 Qualcomm Incorporated Pilots for MIMO communication system
US8218609B2 (en) * 2002-10-25 2012-07-10 Qualcomm Incorporated Closed-loop rate control for a multi-channel communication system
EP1511189B1 (en) * 2002-11-26 2017-09-06 Wi-Fi One, LLC Communication method, transmitter apparatus and receiver apparatus
ATE374473T1 (en) * 2003-06-25 2007-10-15 Alcatel Lucent POWER CONTROL METHOD FOR A REMOTE CONTROLLED COMMUNICATIONS SERVICE
US9473269B2 (en) 2003-12-01 2016-10-18 Qualcomm Incorporated Method and apparatus for providing an efficient control channel structure in a wireless communication system
US7684372B2 (en) 2004-05-04 2010-03-23 Ipwireless, Inc. Signaling MIMO allocations
KR100876797B1 (en) * 2004-07-13 2009-01-07 삼성전자주식회사 Apparatus and method for beam forming in a multi-antenna system
SI1779375T1 (en) 2004-08-06 2013-04-30 Niels Werner Larsen Method, device and system for altering the reverberation time of a room
US7804802B2 (en) * 2005-02-15 2010-09-28 Alvarion Ltd. Establishing parameters for transmissions in wireless communications network
US7466749B2 (en) 2005-05-12 2008-12-16 Qualcomm Incorporated Rate selection with margin sharing
US8358714B2 (en) * 2005-06-16 2013-01-22 Qualcomm Incorporated Coding and modulation for multiple data streams in a communication system
US7782852B2 (en) * 2005-10-11 2010-08-24 Teranetics, Inc. Multiple modulation rate 10Gbase-T transmission
US9084207B2 (en) 2010-11-08 2015-07-14 Qualcomm Incorporated System and method for uplink multiple input multiple output transmission
US9380490B2 (en) 2010-11-08 2016-06-28 Qualcomm Incorporated System and method for uplink multiple input multiple output transmission
US9007888B2 (en) * 2010-11-08 2015-04-14 Qualcomm Incorporated System and method for uplink multiple input multiple output transmission
US8953713B2 (en) 2010-11-08 2015-02-10 Qualcomm Incorporated System and method for uplink multiple input multiple output transmission
US9516609B2 (en) 2010-11-08 2016-12-06 Qualcomm Incorporated System and method for uplink multiple input multiple output transmission
US8842542B2 (en) 2012-02-08 2014-09-23 Qualcomm Incorporated Method and apparatus for scheduling resources for uplink MIMO communication

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6031831A (en) * 1995-02-15 2000-02-29 Motorola, Inc. Method for reverse channel sounding in a communications system
US6304593B1 (en) * 1997-10-06 2001-10-16 California Institute Of Technology Adaptive modulation scheme with simultaneous voice and data transmission
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
US6452964B1 (en) * 1998-06-05 2002-09-17 Fujitsu Limited Adaptive modulation method

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6031831A (en) * 1995-02-15 2000-02-29 Motorola, Inc. Method for reverse channel sounding in a communications system
US6304593B1 (en) * 1997-10-06 2001-10-16 California Institute Of Technology Adaptive modulation scheme with simultaneous voice and data transmission
US6452964B1 (en) * 1998-06-05 2002-09-17 Fujitsu Limited Adaptive modulation method
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

Cited By (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080191312A1 (en) * 2003-06-24 2008-08-14 Oh Choonsik Semiconductor circuit
US7800199B2 (en) 2003-06-24 2010-09-21 Oh Choonsik Semiconductor circuit
US20080032463A1 (en) * 2004-06-21 2008-02-07 Sang-Yun Lee Semiconductor memory device
US20080038902A1 (en) * 2004-06-21 2008-02-14 Sang-Yun Lee Semiconductor bonding and layer transfer method
US20080048327A1 (en) * 2004-06-21 2008-02-28 Sang-Yun Lee Electronic circuit with embedded memory
US7718508B2 (en) 2004-06-21 2010-05-18 Sang-Yun Lee Semiconductor bonding and layer transfer method
US20060093058A1 (en) * 2004-10-27 2006-05-04 Kabushiki Kaisha Toshiba Multiple list link adaptation
US20060256862A1 (en) * 2005-04-28 2006-11-16 Texas Instruments Incorporated Codecs Providing Multiple Bit Streams
US7532672B2 (en) * 2005-04-28 2009-05-12 Texas Instruments Incorporated Codecs providing multiple bit streams
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
ES2360039A1 (en) * 2010-12-01 2011-05-31 Universidad Carlos Iii De Madrid Combined transmission method
WO2012072838A1 (en) * 2010-12-01 2012-06-07 Universidad Carlos Iii. De Madrid Combined transmission method
US20120170514A1 (en) * 2010-12-30 2012-07-05 Belair Networks Wireless operation in very high density environments
US10368318B2 (en) * 2010-12-30 2019-07-30 Telefonaktiebolaget Lm Ericsson (Publ) Wireless operation in very high density environments
CN106134130A (en) * 2014-03-14 2016-11-16 华为技术有限公司 The system and method estimated for the dynamic effective speed of real-time video flow
EP3103220A1 (en) * 2014-03-14 2016-12-14 Huawei Technologies Co., Ltd System and method for dynamic effective rate estimation for real-time video traffic
EP3103220A4 (en) * 2014-03-14 2017-05-03 Huawei Technologies Co., Ltd. System and method for dynamic effective rate estimation for real-time video traffic
US9998338B2 (en) 2014-03-14 2018-06-12 Huawei Technologies Co., Ltd System and method for dynamic effective rate estimation for real-time video traffic
US20190109884A1 (en) * 2016-05-12 2019-04-11 Telefonaktiebolaget Lm Ericsson (Publ) Control Of Media Transcoding During A Media Session
US10855737B2 (en) * 2016-05-12 2020-12-01 Telefonaktiebolaget Lm Ericsson (Publ) Control of media transcoding during a media session

Also Published As

Publication number Publication date
WO2004010663A1 (en) 2004-01-29
AU2003281567A1 (en) 2004-02-09
US6683916B1 (en) 2004-01-27

Similar Documents

Publication Publication Date Title
US6683916B1 (en) Adaptive modulation/coding and power allocation system
KR101461942B1 (en) Method for performing an Adaptive modulation and coding scheme in mobile Communication System
CN1708933B (en) Closed-loop rate control for a multi-channel communication system
US9287950B2 (en) Channel quality indicator apparatus and method
US7920889B2 (en) Transmitting apparatus, receiving apparatus and transmission power control method
US8599945B2 (en) Robust rank prediction for a MIMO system
EP2036216B1 (en) Apparatus and method for transmitting/receiving data in a closed-loop multi-antenna system
EP1766826B1 (en) Method and apparatus for determining channel quality and performing adaptive modulation/coding within a multicarrier communication system
CN100417041C (en) System and method for adjusting a power level of a transmission signal
EP1703658B1 (en) MIMO detection ordering with adaptive modulation and scheduling method
US7542446B2 (en) Space time transmit diversity with subgroup rate control and subgroup antenna selection in multi-input multi-output communications systems
EP1608099B1 (en) Adaptive Modulation and Coding (AMC) in a MIMO system
KR101235572B1 (en) Wireless communication apparatus and wireless communication method
CN101030833B (en) Adaptable space-time coding and modulation method and transmitter
US20150318906A1 (en) Method and apparatus for transmitting/receiving feedback information in a wireless packet data communication system
US20020010001A1 (en) Methods and arrangements in a telecommunications system
EP1811700A1 (en) Communication apparatus, communication system, and communication method
CN101176276A (en) Rate selection wtih margin sharing
CN101099317A (en) Open-loop rate control for a tdd communication system
Hossain et al. Hierarchical modulations for multimedia and multicast transmission over fading channels
CN101192879A (en) An antenna rate control method and system
EP4283908A1 (en) Determination of an uplink transmission configuration
US20040157634A1 (en) Method for setting specific rate-matching attributes for each service in a mobile radio communications system
EP4283909A1 (en) Downlink scheduling
KR20080047111A (en) Adaptive feedback method in communication system and tranceiver implementing the same

Legal Events

Date Code Title Description
AS Assignment

Owner name: MOTOROLA, INC., ILLINOIS

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:SARTORI, PHILIPPE JEAN-MARC;BAUM, KEVIN LYNN;CLASSON, BRIAN KEITH;REEL/FRAME:013121/0438;SIGNING DATES FROM 20020715 TO 20020716

STCF Information on status: patent grant

Free format text: PATENTED CASE

FPAY Fee payment

Year of fee payment: 4

AS Assignment

Owner name: MOTOROLA MOBILITY, INC, ILLINOIS

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:MOTOROLA, INC;REEL/FRAME:025673/0558

Effective date: 20100731

FPAY Fee payment

Year of fee payment: 8

AS Assignment

Owner name: MOTOROLA MOBILITY LLC, ILLINOIS

Free format text: CHANGE OF NAME;ASSIGNOR:MOTOROLA MOBILITY, INC.;REEL/FRAME:029216/0282

Effective date: 20120622

AS Assignment

Owner name: GOOGLE TECHNOLOGY HOLDINGS LLC, CALIFORNIA

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:MOTOROLA MOBILITY LLC;REEL/FRAME:034420/0001

Effective date: 20141028

FPAY Fee payment

Year of fee payment: 12