WO2006106450A1 - Power control and link adaptation scheme based on multi-user detection - Google Patents
Power control and link adaptation scheme based on multi-user detection Download PDFInfo
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- WO2006106450A1 WO2006106450A1 PCT/IB2006/050940 IB2006050940W WO2006106450A1 WO 2006106450 A1 WO2006106450 A1 WO 2006106450A1 IB 2006050940 W IB2006050940 W IB 2006050940W WO 2006106450 A1 WO2006106450 A1 WO 2006106450A1
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/04—TPC
- H04W52/18—TPC being performed according to specific parameters
- H04W52/28—TPC being performed according to specific parameters using user profile, e.g. mobile speed, priority or network state, e.g. standby, idle or non transmission
- H04W52/286—TPC being performed according to specific parameters using user profile, e.g. mobile speed, priority or network state, e.g. standby, idle or non transmission during data packet transmission, e.g. high speed packet access [HSPA]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W52/00—Power management, e.g. TPC [Transmission Power Control], power saving or power classes
- H04W52/04—TPC
- H04W52/18—TPC being performed according to specific parameters
- H04W52/26—TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
- H04W52/262—TPC 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
Definitions
- the present invention is related to a method for signal processing according to a power control algorithm for Multi-Carrier Code Division Multiple Access (MC-CDMA) based Wireless Local Area Networks (W-LANs).
- MC-CDMA Multi-Carrier Code Division Multiple Access
- WLANs Wireless Local Area Networks
- CDMA code division multiple access
- SINR Signal to Interference and Noise Ratio
- MC-CDMA has gained recently significant attention and has become a promising candidate for future wireless high capacity communication networks.
- Multicarrier techniques are generally robust against multipath fading, provide high spectral efficiency and interference rejection capabilities.
- MC-CDMA has several other advantages, such as spectral diversity and immunity against frequency selective fading and impulse noise.
- Such system is exemplary described in the article of K. Wang, P. Zong, Y. Bar-Ness, "A reduced complexity partial sampling MMSE receiver for asynchronous MC-CDMA systems," IEEE Proc. GLOBECOM'01, 2001, which is herewith incorporated by reference.
- Each symbol of the data stream of one user is multiplied by each element of the same spreading code and is placed in several narrow band subcarriers.
- Fig. 1 there are four 4 users. Each having a data packet. The data packet is spread with a spreading factor of 4. The result is shown on the right side of the figure 1.
- chips There are four chips. Each chip is modulated with a different subcarrier frequency fl, f2, ⁇ , f4. These chips are formed into a multicarrier symbol which is transmitted via the channel. Since the chips only include a part of the original symbol, they could be packeted together with other chips based on symbols of other users.
- a protocol for a possible implementation/embodiment of the invention is based on the Medium Access Control (MAC) protocol of the IEEE 802.1 Ia WLAN, with some modifications needed to support the CDMA Physical Layer (PHY layer).
- MAC Medium Access Control
- PHY layer Physical Layer
- a station ready to transmit has to select a code-channel. For this selection two methods are possible. The first is to select a code-channel before every packet transmission. Initially this selection is done randomly. For later transmissions, the station does not select code-channels, which have already been reserved by other stations (according to the standard the considered station has set a Network Allocation Vector (NAV) for an occupied channel). The second method consists of selecting the code-channel with the least traffic and keeping this code-channel for the entire duration of the connection.
- NAV Network Allocation Vector
- a station Before accessing the medium a station should detect the medium as idle for a duration called Distributed Inter-Frame Space (DIFS), and signals the intended data transfer by transmitting a RTS packet.
- DIFS Distributed Inter-Frame Space
- a scheme of the RTS/CTS access mechanism is shown in Fig. 2. All stations STA3, STA4 that receive this RTS control packet, and are not the intended receivers, set their NAV timer, interrupt their backoff down counts, and defer from the medium in order not to interfere with the transmission. If the receiver STA 2 of the RTS is idle i.e. able to receive data, it responds with a CTS packet, after a time called Short Inter-Frame Space (SIFS).
- SIFS Short Inter-Frame Space
- the receiver STA2 In case the receiver STA2 is busy the RTS transmission is repeated after a new backoff (not illustrated). Mobile stations which receive this CTS set their NAV timer as well. The sender STAl can now transmit its data packet DATA after SIFS. The receiver ST A2 acknowledges a successful reception by an Acknowledgement (ACK) also a SIFS time after the end of the data frame.
- ACK Acknowledgement
- DCF Distributed Coordination Function
- Multi-Carrier CDMA systems require like most asynchronous CDMA systems a so-called Multi-User Detector (MUD).
- MUD Multi-User Detector
- a timing mismatch destroys the orthogonality of the spreading codes of different users leading to multiple access interference (MAI), as described in the article of J. Linnartz, "Performance analysis of synchronous MC-CDMA in mobile rayleigh channel with both delay and doppler spreads" as mentioned above.
- MAI multiple access interference
- An example of such a MUD is a linear detector based on the Minimum Mean Square Error (MMSE) criterion.
- MMSE receiver combines both good performance and simplicity of implementation.
- a MMSE receiver or a MUD receiver, respectively, is illustrated in Fig. 3.
- the receiving signal r(t) is sampled. Then the plurality of signals is demodulated. The last box represents the detector outputting an estimated symbol b(i) . It is not illustrated but the MUD is further outputting the SNIR.
- the demodulator outputs y m are multiplied with a decision variable w m which is used for optimizing the decision of the detector on the transmitted symbol and mitigates the effects of the channel.
- the optimum weight matrix for a given set of delays T K and fading parameters ⁇ km is selected to minimize the mean square error of the detector:
- MSE ⁇ , ⁇ ) E ⁇ H y-b k ) 2 ] ⁇ (1)
- b k is the the k-th user's symbol.
- a MUD is not only applied in many CDMA systems but also e.g. in MIMO systems. This is why the present invention also applies to the latter class of systems and all systems, which employ a MUD on the receiver side.
- Many power control schemes are known from the literature. One could distinguish schemes with and without explicit feedback from the receiver. In a scheme without explicit feedback, the sender estimates the conditions at the receiver(s) and adjusts the power accordingly. In a scheme with explicit feedback, the receiver sends feedback on the receiving conditions or a recommended power level to the sender.
- the present invention is a power control scheme with explicit feedback. Another example of an explicit feedback scheme is described in as exemplary described in the article of D.Qiao, S.Choi, A.Jain, K.
- the object of the present invention is to overcome problems or disadvantages as mentioned above, and to provide a method, a sender and a receiver saving power and increasing the system performance.
- MC-CDMA Multi- Carrier Code Division Multiple Access
- W-LANs Wireless Local Area Networks
- the algorithm makes use of the Minimum Mean Square Error (MMSE) Multi-User Detector (MUD) properties in order to rapidly adjust the transmission power of the Mobile Stations (MSs).
- MMSE Minimum Mean Square Error
- MUD Multi-User Detector
- the enhancement achieved by the application of the proposed algorithm to a MC-CDMA based W-LAN is demonstrated by means of simulation. The results are shown below in the chapter "Performance evaluation of invented algorithm by simulations" forming the last part of the description.
- the essential features of the invention are the determination of the interference level and thereby the SINR by means of the MUD and the use of this value to determine the appropriate Tx power.
- the receiver gives feedback to the sender by means of a CTS (or similar handshake) frame.
- CTS or similar handshake
- Two alternative embodiments are possible: Either the sender includes the SINR value in the feedback frame or it derives an optimal Tx power level from the SINR value and includes the recommended Tx power in the feedback frame
- This invention provides a method for dynamically adjusting the transmitter power and/or the data rate in a communications system.
- the scheme is specifically intended for wireless systems based on Code Division Multiple Access (CDMA) or on Multiple Input Multiple Output (MIMO) technology, but can be applied to all systems in which a so-called "Multi-User Detector" can be used.
- the scheme foresees that the decision whether to increase or decrease the transmitter power is based on the Signal to Interference plus Noise Ratio (SINR) at the receiver, whereby the receiver determines the interference with a Multi-User Detector.
- SINR Signal to Interference plus Noise Ratio
- the interference level is then communicated to the sender or alternatively the receiver determines the optimal transmitter power level and communicates this level to the sender.
- the proposed scheme cannot only reduce the power consumption but is also crucial for a good performance e.g. in CDMA based systems.
- the present invention allows to dynamically adjust the transmitter (Tx) power for the purpose of saving power and increasing the system performance by mitigating varying channel conditions and transmissions of neighboring stations, the near-far-effect in CDMA systems, etc. More specifically, the invention overcomes the problem that the Signal to Interference plus Noise Ratio (SINR) is the most appropriate criterion for selecting the Tx power level but that the interference (I) is not known at the sender side and difficult to determine on the receiver side.
- SINR Signal to Interference plus Noise Ratio
- the invention enables a very fast feedback from the receiver to the sender to enable fast adaptation to varying conditions.
- the receiver is only calculating the interference level in the MUD, which is fed back to the sender.
- the sender knows its current transmit power and can calculate the transmitting power to be used based on the fed back interference level.
- the sender In case of calculating the SESTR or a recommended transmitting power in the receiver the sender needs to transmit its current transmit power. Based on the current transmit power the SINR or the recommended transmit power is calculated and fed back to the sender.
- the current transmit power is defined in advance.
- the sender has not to transmit its current transmit power to the receiver.
- the receiver can use the previously defined transmit power for calculating the SINR or the recommended transmit power.
- Fig.2 illustrates a RTS/CTS access mechanism according to IEEE
- Fig. 3 illustrates a receiver including a MUD based on minimum mean square error MMSE
- Fig. 4 illustrates a configuration of RTS/CTS frames according to the present invention
- Fig. 5 shows a flow chart illustrating the signal flow between a first and a second station according to an embodiment of the present invention
- Fig. 6 presents a plurality of wireless communicating stations
- Fig. 7 shows a diagram illustrating the carried system load vs. the offered load with and without power control according to the present invention
- Fig. 8 illustrates carried load per channel without inventive power control
- Fig. 9 illustrates throughput per code-channel without the inventive power control
- Fig. 10 illustrating the mean waiting times and service times with and without the inventive power control;
- the interference is determined according to the mean interference during the reception of previously receives frames,
- the value of P ⁇ feaniF is calculated in each station separately, as given in (2).
- p _ ⁇ LastIF > "MeanIF V , ⁇ s
- the interference during the last received frame is weighted with 25% since this is the most recent value.
- a station can calculate the value of the mean interference, during the reception of one frame, from the estimate of the mean SESTR of that frame. The latter can be calculated with the help of the MUD.
- the received signal can be described by the following equation:
- K is the maximum number of active users
- a ⁇ the transmission power of the k-th user's symbol b k
- M the number of subcarriers
- p(t) a rectangular pulse over [0,T]
- r ⁇ the delay of the k-th user
- ⁇ (t) denotes the additive white Gaussian noise.
- the Rayleigh fading process for the m-th subcarrier and k-th user is represented as:
- ⁇ ZL*"" (4) a Rayleigh distributed and ⁇ km a uniform over [0,2 ⁇ ) distributed variable.
- SESTR can be given from the following expression:
- the station After estimating the SINR, the station can estimate the mean interference during the packet reception for a known reception power.
- the RTS- CTS (or a similar handshake mechanism) is used for transmitting the interference/SINR from the receiver to the sender.
- RTS and CTS frames are extended with two more fields, TxPow and IfPow respectively, as depicted in Fig. 4, which shows extended RTS and CTS frames.
- TxPow of the RTS the transmit power of the current frame is encoded and IfPow in the CTS carries information regarding the last estimate of the mean interference or SINR for this station at the channel on which the data transfer takes place.
- the length of each field consists of one byte.
- Station Sl denotes the transmitter and station S2 the corresponding receiver. Further variables needed for the algorithm are defined in the following Table 1 showing Power Control Parameters. All values are given in dBm.
- each station uses a fixed threshold minSINR (set in dB), giving the minimum needed value of SESTR, for the reception of the packets at a given transmission rate.
- minSINR set in dB
- the value of this threshold is chosen, depending on the used PHY layer mode (PHY mode), for the Packet Error Rate (PER) to be equal to a certain value (e.g. 1%).
- Fig. 5 provides an overview of the power control algorithm.
- Station Sl transmits an RTS frame, using the extended frame format of Fig. 4. In the frame the current values of P ⁇ 1 and Pf F l are set.
- Station S2 receives the RTS frame with power PTM and decodes the values of P ⁇ 1 and P IF l . S2 can now calculate the pathloss L between Sl and S2:
- Fig. 5 shows a scheme for describing the power control algorithm.
- S2 After receiving the data packet, S2 transmits the ACK with the Tx-Power calculated before.
- Fig. 6 shows the simulated scenario consisting of 9 terminals establishing 5 links in a lOmxlOm area, addressing Small Office-Home Office (SOHO) scenarios; the content of Fig. 6 such can also be named as "SOHO simulation scenario”. Simulations are performed using the QPSK 1 A PHY mode for both data and control packets.
- SOHO Small Office-Home Office
- connections from station 1 (Sl) to S2 and Sl to S9 take place in code- channel (cch) 1, the connection from S3 to S4 in cch 2, connection from S5 to S6 in cch 3 and connection from S7 to S8 takes place in cch 4.
- the minSNR value is set to 12 dB.
- a value of 9.5 dBm is sufficient for the PER to be almost zero.
- the 2.5 dB margin is added in order to mitigate the effects of short term fading.
- the carried system load vs. the offered load is given for the cases of both activated and deactivated power control. This is also called the system throughput.
- the offered load is a percentage of the channel capacity, which is for QPSK 1 A 12Mbit/s.
- the system performance with Power Control is almost 100% better than without.
- the maximum achieved throughput is 9.8 Mbit/s, which corresponds to 96% of the theoretical maximum as described in the article of G. Orfanos, J. Habetha, L Liu, "MC-CDMA based IEEE 802.11 wireless LAN,” Proc. IEEE MASCOTS 2004, Oct. 2004, which is herewith incorporated by reference.
- the throughput loss when Power Control is deactivated is a result of the near-far-effect. This effect occurs when an interferer is closer to a receiving station than its corresponding transmitter. Accordingly the receiver cannot detect the intended signal out of the received one and the data transmission fails.
- Fig. 8 gives the carried load per code-channel, i.e. the throughput per code-channel, without Power Control. All stations use the maximum transmit power of 50mWatt (17dBm). In this case, the long distanced transmissions, S3 ⁇ S4 and S5 ⁇ S6, suffer from high interference. Even with the robust PHY-mode of QPSK 1 A no data packet can be carried by these connections. At the same time, short distance connections run without problems and as can be seen from the diagram, the corresponding code-channels (cchl and cch4) achieve almost the maximum throughput (each a quarter of the channel throughput). Fig.
- Fig. 10 showing delay measurements the mean (over all successfully received packets) waiting and service time is shown as a function of the offered load.
- Power Control When Power Control is activated the service time is almost constant whereas the waiting time increases with the load as expected.
- Power Control is turned off, the service time is not affected and remains constant since no collisions occur. It must be noticed that when the offered load increases to 0.4 or more, this service time refers to 3 of the 5 connections. The packet transfer for the others has been blocked due to the near-far effects.
- the graph for the mean waiting time without Power Control is very interesting for the system analysis.
- the waiting time delay increases rapidly for an offered load between 0.2 and 0.5, as the two long distanced connections have a decreasing chance to transmit a packet.
- Successful transmissions for these connections occur after some retries with a higher Contention Window (CW), when the other two connections are not active due to small load.
- CW Contention Window
- the fall of the waiting time curve for 0.9 offered load is due to the blocked long distanced connections, which from now on do not contribute to the waiting time measurements, as no more frames are successfully transmitted by them.
- the present invention provides a method to dynamically adjust the transmitter (Tx) power for the purpose of saving power and increasing the system performance by mitigating varying channel conditions and transmissions of neighboring stations, the near-far-effect in CDMA systems, etc.
- Tx transmitter
- SINR Signal to Interference plus Noise Ratio
- the invention enables a very fast feedback from the receiver to the sender to enable fast adaptation to varying conditions.
Abstract
Description
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Priority Applications (3)
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JP2008504881A JP2008535431A (en) | 2005-04-08 | 2006-03-28 | Power control and link adaptation scheme based on multi-user detection |
US11/910,626 US20080317155A1 (en) | 2005-04-08 | 2006-03-28 | Power Control and Link Adaptation Scheme Based on Multi-User Detection |
EP06727757A EP1869795A1 (en) | 2005-04-08 | 2006-03-28 | Power control and link adaptation scheme based on multi-user detection |
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EP05102786 | 2005-04-08 | ||
EP05102786.0 | 2005-04-08 |
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EP (1) | EP1869795A1 (en) |
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WO (1) | WO2006106450A1 (en) |
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EP2111000A1 (en) * | 2008-04-17 | 2009-10-21 | Koninklijke Philips Electronics N.V. | Flexible advertisement in mesh-type networks |
CN100571244C (en) * | 2007-09-17 | 2009-12-16 | 中兴通讯股份有限公司 | Capability correction method in a kind of multi-carrier communications systems |
CN101431377B (en) * | 2007-08-31 | 2013-07-17 | 三菱电机株式会社 | Method and apparatus for estimating, in a communication system, the level of interference plus noise |
CN104219748A (en) * | 2014-09-17 | 2014-12-17 | 同济大学 | Method for energy saving and user scheduling of large-scale multi-user multiple input multiple output (MIMO) system |
US20150117366A1 (en) * | 2013-10-29 | 2015-04-30 | Qualcomm Incorporated | Systems and methods for improved communication efficiency in high efficiency wireless networks |
WO2016044725A3 (en) * | 2014-09-18 | 2016-05-06 | Qualcomm Incorporated | Using rts/cts to enhance network performance |
US9661634B2 (en) | 2013-11-01 | 2017-05-23 | Qualcomm Incorporated | Systems and methods for improved communication efficiency in high efficiency wireless networks |
US9819770B2 (en) | 2010-10-01 | 2017-11-14 | Qualcomm Incorporated | Legacy-compatible control frames |
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JP2009055228A (en) * | 2007-08-24 | 2009-03-12 | Sony Corp | Wireless communication system, wireless communication apparatus, and wireless communication method |
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TWI466491B (en) | 2009-03-24 | 2014-12-21 | Realtek Semiconductor Corp | Power consumption control method of a communication system and related communication system |
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CN101431377B (en) * | 2007-08-31 | 2013-07-17 | 三菱电机株式会社 | Method and apparatus for estimating, in a communication system, the level of interference plus noise |
CN100571244C (en) * | 2007-09-17 | 2009-12-16 | 中兴通讯股份有限公司 | Capability correction method in a kind of multi-carrier communications systems |
EP2111000A1 (en) * | 2008-04-17 | 2009-10-21 | Koninklijke Philips Electronics N.V. | Flexible advertisement in mesh-type networks |
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US20150117366A1 (en) * | 2013-10-29 | 2015-04-30 | Qualcomm Incorporated | Systems and methods for improved communication efficiency in high efficiency wireless networks |
US10834754B2 (en) | 2013-10-29 | 2020-11-10 | Qualcomm Incorporated | Systems and methods for improved communication efficiency in high efficiency wireless networks |
US9661634B2 (en) | 2013-11-01 | 2017-05-23 | Qualcomm Incorporated | Systems and methods for improved communication efficiency in high efficiency wireless networks |
CN104219748A (en) * | 2014-09-17 | 2014-12-17 | 同济大学 | Method for energy saving and user scheduling of large-scale multi-user multiple input multiple output (MIMO) system |
WO2016044725A3 (en) * | 2014-09-18 | 2016-05-06 | Qualcomm Incorporated | Using rts/cts to enhance network performance |
US10362603B2 (en) | 2014-09-18 | 2019-07-23 | Qualcomm Incorporated | Using RTS/CTS to enhance network performance |
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US20080317155A1 (en) | 2008-12-25 |
CN101151814A (en) | 2008-03-26 |
EP1869795A1 (en) | 2007-12-26 |
JP2008535431A (en) | 2008-08-28 |
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