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Optimal Power Allocation with Limited Feedback of Channel State Information in Multi-User MIMO Systems 被引量:7
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作者 Kusi Ankrah Bonsu Weiwei Zhou +1 位作者 Su Pan Yan Yan 《China Communications》 SCIE CSCD 2020年第2期163-175,共13页
In this paper,an expression for the user’s achievable data rate in the multi-user multiple-input multiple-output(MU-MIMO)system with limited feedback(LF)of channel state information(CSI)is derived.The energy efficien... In this paper,an expression for the user’s achievable data rate in the multi-user multiple-input multiple-output(MU-MIMO)system with limited feedback(LF)of channel state information(CSI)is derived.The energy efficiency(EE)is optimized through power allocation under quality of service(QoS)constraints.Based on mathematical equivalence and Lagrange multiplier approach,an energy-efficient unequal power allocation(EEUPA)with LF of CSI scheme is proposed.The simulation results show that as the number of transmitting antennas increases,the EE also increases which is promising for the next generation wireless communication networks.Moreover,it can be seen that the QoS requirement has an effect on the EE of the system.Ultimately,the proposed EEUPA with LF of CSI algorithm performs better than the existing energy-efficient equal power allocation(EEEPA)with LF of CSI schemes. 展开更多
关键词 energy efficiency unequal power allocation limited feedback MU-MIMO QoSguarantee and precoding
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On the Secrecy Rate of Limited Feedback Beamforming over Multiple-Input Single-Output Wiretap Channels 被引量:2
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作者 TANG Yanqun XIONG Jun +1 位作者 XI Yong YANG Yang 《China Communications》 SCIE CSCD 2014年第3期118-124,共7页
The secrecy rate of limited feedback beamforming is studied for a Multiple-Input Single-Output(MISO) wiretap channel with a multi-antenna eavesdropper.We first obtain the secrecy rate of limited feedback beamforming a... The secrecy rate of limited feedback beamforming is studied for a Multiple-Input Single-Output(MISO) wiretap channel with a multi-antenna eavesdropper.We first obtain the secrecy rate of limited feedback beamforming achieved at the legitimate receiver.We then derive a lower bound for the asymptotic secrecy rate in the large system limit.From this bound,we observe a threshold for the ratio of eavesdrop antennas to transmit antennas to obtain a positive secrecy rate.We further show that the secrecy rate loss due to limited feedback decays with the number of feedback bits per transmit antenna. 展开更多
关键词 BEAMFORMING limited feedback physical layer security secrecy rate wiretapchannels
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Limited Feedback Bit Allocation for Cooperative Multi-cell Systems with Multi- user MIMO 被引量:1
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作者 Shi Junfeng Zhang Tiankui Zeng Zhimin 《China Communications》 SCIE CSCD 2012年第1期34-39,共6页
For the cooperative multi-cell systems with muki-user MIMO, a new limited feedback bit allocation scheme is proposed to minimize the rate loss caused by quantization error. In the proposed scheme, the Channel State In... For the cooperative multi-cell systems with muki-user MIMO, a new limited feedback bit allocation scheme is proposed to minimize the rate loss caused by quantization error. In the proposed scheme, the Channel State Information (CSI) feedback of cell-edge user for the local service cell and the adjacent interference cell are separately quantized. Based on the upper bound of the rate loss of cell-edge user due to the limited feedback, the number of feedback bits for quantized CSI of the local service cell and the adjacent cell are optimized with the fixed total bits of the limited feedback. The simulation shows that our proposed scheme of feedback bits allocation efficiently decreases the interference and increases the rate of systems compared with that of equal bits allocation and those of other allocations. 展开更多
关键词 limited feedback Block Diagonalization(BD) precoding MULTI-CELL multi-user MIMO
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SINR-BASED ANTENNA COMBINING FOR MULTIUSER MIMO-OFDM WITH LIMITED FEEDBACK
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作者 Lu Min Feng Guangzeng Meng Qingmin 《Journal of Electronics(China)》 2011年第3期328-333,共6页
A multiuser Multiple Input Multiple Output Orthogonal Frequency Division Multiplexing (MIMO-OFDM) broadcast channel is considered where both transmitter and receivers are equipped with multiple antennas. The Channel S... A multiuser Multiple Input Multiple Output Orthogonal Frequency Division Multiplexing (MIMO-OFDM) broadcast channel is considered where both transmitter and receivers are equipped with multiple antennas. The Channel State Information (CSI) is quantized and provided through limited feedback links. In the first part of this work, the Maximum Expected SINR Combining (MESC) strategy for feedback decrease is investigated. Then a combination of MESC with subcarrier assigning is presented to further reduce the feedback load. The basic idea is the subcarriers are partitioned into resource blocks. For each block, only one quantized channel vector is feedback. The simulation results show MESC can obtain the performance gain over the relevant combiner strategies in MIMO-OFDM system. Moreover the effectiveness on the reduction of feedback overhead by the use of partitioning blocks in the studied system is evaluated. 展开更多
关键词 Multiuser Multiple Input Multiple Output (MIMO) Orthogonal Frequency Division Multiplexing (OFDM) limited feedback QUANTIZATION
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Novel limited feedback scheme under the MIMO broadcast system 被引量:1
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作者 CHENG Tie-zheng,YUAN Chao-wei School of Information and Communication Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2009年第6期11-16,共6页
By deducing the distribution of the normalized channel covariance matrix,a novel limited feedback scheme is proposed under multiple users(MU) multiple-input multiple-output(MIMO) broadcast channel(BC) system.The... By deducing the distribution of the normalized channel covariance matrix,a novel limited feedback scheme is proposed under multiple users(MU) multiple-input multiple-output(MIMO) broadcast channel(BC) system.The proposed scheme has advantages in three aspects.First,it has no constraints on the number of users or antennas.Second,each user's feedback bits are independent of the number of receiving antennas.Third,the proposed scheme avoids the storage of large-size codebook on the transceivers.Simulation results show that the performance of the proposed scheme is close to the perfect channel state information(CSI) case and it just needs a small number of feedback bits. 展开更多
关键词 MIMO broadcast channel limited feedback normalized channel covariance
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Practical robust uniform channel decomposition scheme for CSI mismatch in limited feedback MIMO systems
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作者 CHEN Rui,LI Jian-dong,LIU Wei Information Science Institute,State Key Laboratory of Integrated Service Networks,Xidian University,Xi’an 710071,China 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2010年第6期53-58,共6页
Uniform channel decomposition (UCD) has been proven to be optimal in bit error rate (BER) performance and strictly capacity lossless when perfect channel state information (CSI) is assumed to be available at bot... Uniform channel decomposition (UCD) has been proven to be optimal in bit error rate (BER) performance and strictly capacity lossless when perfect channel state information (CSI) is assumed to be available at both the transmitter and receiver side. In practice,CSI can be obtained by channel estimation at receiver and conveyed to transmitter via a limited-rate feedback channel. In such case,the implementation of traditional UCD by treating the imperfect CSI as perfect CSI cause significant performance degradation due to inevitable channel estimation error and vector quantization error. To overcome this problem,a practical robust UCD scheme was proposed in this paper,which includes two steps,firstly,a matching architecture was proposed to eliminate the mismatch between CSI at receiver (CSIR) and CSI at transmitter (CSIT),secondly,an MMSE based robust UCD scheme considering channel estimation error and vector quantization error as an integral part of the design was derived. Simulation results show that the proposed practical robust UCD scheme is capable of improving the BER performance greatly in the context of channel estimation error and vector quantization error compared with the traditional UCD scheme. 展开更多
关键词 multi-input multi-output (MIMO) geometric mean decomposition (GMD) UCD robust design limited feedback
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Adaptive bit allocation scheme in multi-cell cooperative block diagonalization systems with delayed and limited feedback
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作者 GUI Xin KANG Gui-xia +2 位作者 Huang Dong-yan LIUjia ZHANG Ping 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2012年第5期9-15,25,共8页
In multi-cell cooperative multi-input multi-output (MIMO) systems, base station (BS) can exchange and utilize channel state information (CSI) of adjacent cell users to manage co-channel interference. Users quant... In multi-cell cooperative multi-input multi-output (MIMO) systems, base station (BS) can exchange and utilize channel state information (CSI) of adjacent cell users to manage co-channel interference. Users quantize the CSIs of desired channel and interference channels using finite-rate feedback links, then BS can generate cooperative block diagonalization (BD) precoding matrices using the obtained quantized CSI at transmitter to supress co-channel interference. In this paper, a novel adaptive bit allocation scheme is proposed to minimize the rate loss due to imperfect CSI. We derive the closed-form expression of rate loss caused by both channel delay and limited feedback. Based on the derived rate loss expression, the proposed scheme can adaptively allocate more bits to quantize the better channels with smaller delays and fewer bits to worse channels with larger delays. Simulation results show that the proposed scheme yields higher performance than other allocation schemes. 展开更多
关键词 block diagonalization multi-cell cooperative MIMO system adaptive bit allocation scheme channel delay and limited feedback
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Low-complexity transceiver design scheme based on channel null-space feedback
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作者 倪吉庆 费泽松 +1 位作者 邢成文 匡镜明 《Journal of Beijing Institute of Technology》 EI CAS 2012年第2期253-257,共5页
To reduce the negative impact of channel quantization errors, a low-complexity transceiver joint design scheme for both the transmit beamformers and receive combining vectors is proposed in the two-user multiple-input... To reduce the negative impact of channel quantization errors, a low-complexity transceiver joint design scheme for both the transmit beamformers and receive combining vectors is proposed in the two-user multiple-input multiple-output (MIMO) system. In the scheme, the channel nullspace quantization vector is used as the transmit beamformer of the interference user directly based on channel null-space feedback. Since the interference can be determined at the receiver, interference rejection combining (IRC) is jointly utilized to cancel the inter-user interference. Simulation re- sults show that the proposed scheme can provide substantial sum-rate improvement especially at high SNR. 展开更多
关键词 limited feedback channel null-space quanttzation interference rejection combining
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Pre-processing filter design at transmitters for IBI mitigation in an OFDM system 被引量:1
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作者 Xia Wang Lei Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第5期722-728,共7页
In order to meet the demands for high transmission rates and high service quality in broadband wireless communication systems, orthogonal frequency division multiplexing (OFDM) has been adopted in some standards. Ho... In order to meet the demands for high transmission rates and high service quality in broadband wireless communication systems, orthogonal frequency division multiplexing (OFDM) has been adopted in some standards. However, the inter-block interference (IBI) and inter-carrier interference (ICI) in an OFDM system affect the performance. To mitigate IBI and ICI, some pre-processing approaches have been proposed based on full channel state information (CSI), which improved the system performance. A pre-processing filter based on partial CSI at the transmitter is designed and investigated. The filter coefficient is given by the optimization processing, the symbol error rate (SER) is tested, and the computation complexity of the proposed scheme is analyzed. Computer simulation results show that the proposed pre-processing filter can effectively mitigate IBI and ICI and the performance can be improved. Compared with pre-processing approaches at the transmitter based on full CSI, the proposed scheme has high spectral efficiency, limited CSI feedback and low computation complexity. 展开更多
关键词 pre-processing filter inter-block interference (IBI) mitigation limited feedback orthogonal frequency division multiplexing (OFDM).
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Low Complexity Remote Radio Unit Selection and Adaptive Bit Partition Algorithm in Cooperative Distributed MIMO Systems
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作者 Gui Xin Kang Guixia Zhang Ping 《China Communications》 SCIE CSCD 2012年第11期1-8,共8页
For multi-user cooperative Distributed MIMO (D-MIMO) systems, a low-complexity Remote Radio Unit (RRU) selection and adaptive bit partition algorithm is proposed to maximize the transmission Signal-to-Interference-Noi... For multi-user cooperative Distributed MIMO (D-MIMO) systems, a low-complexity Remote Radio Unit (RRU) selection and adaptive bit partition algorithm is proposed to maximize the transmission Signal-to-Interference-Noise Ratio (SINR). Considering limited feedback, each user can adaptively select an RRU cluster to maintain the best communication quality. Under this condition, only one codebook is utilized for quantizing the Channel State Information (CSI) with variable dimensions, which effectively reduces the codebook storage amount. Furthermore, we propose an adaptive bit partition algorithm, which separately allocates bits to quantize the desired channels and interference channels. The optimal solution is achieved through an optimization theory to minimize the effect of inter-cell interference. Simulation results show that the proposed algorithm substantially improves the performance compared to other non-adaptive schemes. 展开更多
关键词 D-MIMO system low-complexity RRU selection adaptive bit partition limited feedback
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Ergodic Capacity Analysis and Adaptive Transsmion Scheme in Multi-user Distributed Antenna Systems
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作者 Xin Gui Gui-Xia Kang +1 位作者 Xi-Dong Zhang Ping Zhang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第1期28-33,共6页
This paper focuses on analyzing the ergodic capacity performance of limited feedback (LFB) beamforming in multi-user distributed antenna system (DAS). In such a system, multi-user interference (MUI) is inevitably due ... This paper focuses on analyzing the ergodic capacity performance of limited feedback (LFB) beamforming in multi-user distributed antenna system (DAS). In such a system, multi-user interference (MUI) is inevitably due to the channel uncertainties caused by quantization error. Considering this, we propose a parameter named effective ergodic capacity rate (EECR), which denotes the capacity offset between finite rate feedback and perfect channel state information (CSI). The simulation results show that the derived approximated EECR is very tight to actual EECR. Based on the approximated EECR, an adaptive minimum bit feedback scheme is proposed, which can effectively reduce the overhead of feedback channel and the complexity of the system. The simulation results verify the effectiveness of the proposed scheme. 展开更多
关键词 limited feedback distributed antenna system effective ergodic capacity rate (EECR) adaptive minimum bit feedback scheme
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PARTIAL CHANNEL STATE INFORMATION BASED SUB-OPTIMAL SDMA STRATEGIES IN MULTIPLE RELAY CHANNELS
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作者 Yu Fei Yang Luxi 《Journal of Electronics(China)》 2009年第4期473-478,共6页
Joint sub-optimization of cooperative relays in Multiple-Input and Multiple-Output (MIMO) multiple relays aided communication system is discussed in this paper. Because the instantaneous channel state information of a... Joint sub-optimization of cooperative relays in Multiple-Input and Multiple-Output (MIMO) multiple relays aided communication system is discussed in this paper. Because the instantaneous channel state information of all source-relay channels and all relay-user channels is difficult to get at each relay node, an unjoined solution is designed according to the channel state information of that relay only. Then a multi-user loading algorithm is proposed to utilize the space diversity through multi-relay transmission. The simulation results show that with the newly proposed multi-user loading algorithm, the unjoined solution can achieve better system performance comparing with joint one in low SNR. However, the complexity of the former is much lower, for only partial CSI is needed. 展开更多
关键词 Multiple relay Multiple-Input and Multiple-Output (MIMO) Sub-optimization limited feedback
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Feedback threshold with guaranteed QoS in multiuser OFDM systems 被引量:1
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作者 YANG Rui-zhe YUAN Chao-wei +1 位作者 TENG Ying-lei ZHANG Yan-hua 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2009年第2期24-28,共5页
A threshold setting scheme is proposed based on the resource management and limited feedback theory in multiuser orthogonal frequency division multiplexing (OFDM) systems. In adaptive resource allocation, the factor... A threshold setting scheme is proposed based on the resource management and limited feedback theory in multiuser orthogonal frequency division multiplexing (OFDM) systems. In adaptive resource allocation, the factors denoting the quality of service (QoS) and fairness are both considered as the user weight. From the aspect of feedback outage probability, the proposed algorithm sets the threshold for each user related to its weight, which brings enough feedback to the user with greater weight. Analysis and simulation results show that, compared with the threshold ignoring weights, the proposed scheme has much lower feedback load while with better QoS. 展开更多
关键词 OFDM MULTIUSER multimedia traffic limited feedback
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Transmission scheme and performance analysis for decode-and-forward MIMO two-way relay systems 被引量:11
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作者 ZHAO Rui YANG LuXi ZHU WeiPing 《Science in China(Series F)》 2009年第12期2308-2316,共9页
In rd (DF) MIMO two-way relay systems, the transmission schemes are designed and the closed-form expressions for the outage probability and average symbol error rate (ASER) of the twoway relay system are derived b... In rd (DF) MIMO two-way relay systems, the transmission schemes are designed and the closed-form expressions for the outage probability and average symbol error rate (ASER) of the twoway relay system are derived based on two different scenarios of channel state information (CSI). For perfect CSI, the maximum-ratio-transmission and combining (MRT-MRC) technique is applied to design the beamforming and combining vectors. Without perfect CSI, the transmission scheme with limited feedback is designed, and the analytical results are verified through two kinds of codebooks, i.e., random vector quantization and Grassmann. The simulation results show that, the proposed transmission schemes for the two-way relay system can outperform other transmission schemes in the performance of outage probability and ASER, and the accuracy of the derived closed-form expressions is also verified by the numerical simulations. 展开更多
关键词 decode-and-forward two-way relay outage probability average symbol error rate MRT-MRC limited feedback
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