Hybrid beamforming for millimetre wave massive MU-MIMO systems with IQ imbalance

The downlink communication of a single-cell millimetre wave (mmWave) massive multi-user multiple-input multiple-output (MU-MIMO) system with hybrid beamforming (HBF) is studied. The authors consider the system with in-phase and quadrature-phase imbalance (IQI) at the radio-frequency (RF) chains. Firstly, they provide the HBF designs based on the complex-valued effective channel and augmented real-valued equivalent channel, respectively. Then, they study the impact of IQI on the achievable downlink sum rate and derive the approximation of the achievable sum rate on various HBF schemes. Results show that the sum rate of the receiver designed based on real-valued equivalent channel increases without bound, but the performance of the receiver designed based on complex-valued presentation exhibits a finite ceiling, as the number of BS antennas increases. Furthermore, both receivers limit to finite ceiling rates due to IQI as the transmit power goes to infinity. Moreover, the HBF system reaches a peak sum rate at a certain value of the number of users, and IQI has an ignorable impact on the value. Meanwhile, the impact of the amplitude imbalance is more significant on the performance degradation of the HBF system than that of the phase imbalance.

[1]  Robert W. Heath,et al.  Spatially Sparse Precoding in Millimeter Wave MIMO Systems , 2013, IEEE Transactions on Wireless Communications.

[2]  Alle-Jan van der Veen,et al.  Analog Beamforming in MIMO Communications With Phase Shift Networks and Online Channel Estimation , 2010, IEEE Transactions on Signal Processing.

[3]  Andreas F. Molisch,et al.  Hybrid Beamforming for Massive MIMO: A Survey , 2017, IEEE Communications Magazine.

[4]  Theodore S. Rappaport,et al.  State of the Art in 60-GHz Integrated Circuits and Systems for Wireless Communications , 2011, Proceedings of the IEEE.

[5]  Xiaohu You,et al.  Impact of RF mismatches on the performance of massive MIMO systems with ZF precoding , 2016, Science China Information Sciences.

[6]  Thomas Eriksson,et al.  Massive MIMO Systems With IQ Imbalance: Channel Estimation and Sum Rate Limits , 2017, IEEE Transactions on Communications.

[7]  Jing Gao,et al.  Beam codebook based beamforming protocol for multi-Gbps millimeter-wave WPAN systems , 2009, IEEE Journal on Selected Areas in Communications.

[8]  Jinho Choi,et al.  Low-Complexity Multiuser Detection in Millimeter-Wave Systems Based on Opportunistic Hybrid Beamforming , 2018, IEEE Transactions on Vehicular Technology.

[9]  Robert Schober,et al.  I/Q Imbalance Aware Widely-Linear Receiver for Uplink Multi-Cell Massive MIMO Systems: Design and Sum Rate Analysis , 2015, IEEE Transactions on Wireless Communications.

[10]  Athanasios V. Vasilakos,et al.  A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges , 2015, Wireless Networks.

[11]  Wei Yu,et al.  Hybrid Digital and Analog Beamforming Design for Large-Scale Antenna Arrays , 2016, IEEE Journal of Selected Topics in Signal Processing.

[12]  Robert W. Heath,et al.  Energy-Efficient Hybrid Analog and Digital Precoding for MmWave MIMO Systems With Large Antenna Arrays , 2015, IEEE Journal on Selected Areas in Communications.

[13]  Xiaodai Dong,et al.  Near-Optimal Hybrid Processing for Massive MIMO Systems via Matrix Decomposition , 2015, IEEE Transactions on Signal Processing.

[14]  R.W. Heath,et al.  60 GHz wireless communications: emerging requirements and design recommendations , 2007, IEEE Vehicular Technology Magazine.

[15]  Robert W. Heath,et al.  Limited Feedback Hybrid Precoding for Multi-User Millimeter Wave Systems , 2014, IEEE Transactions on Wireless Communications.

[16]  Zhouyue Pi,et al.  An introduction to millimeter-wave mobile broadband systems , 2011, IEEE Communications Magazine.

[17]  Xiaodai Dong,et al.  Hybrid Block Diagonalization for Massive Multiuser MIMO Systems , 2015, IEEE Transactions on Communications.

[18]  Shuangfeng Han,et al.  Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G , 2015, IEEE Communications Magazine.

[19]  Robert W. Heath,et al.  Hybrid MIMO Architectures for Millimeter Wave Communications: Phase Shifters or Switches? , 2015, IEEE Access.

[20]  Theodore S. Rappaport,et al.  Millimeter-Wave Cellular Wireless Networks: Potentials and Challenges , 2014, Proceedings of the IEEE.

[21]  Akbar M. Sayeed,et al.  Beamspace MIMO for Millimeter-Wave Communications: System Architecture, Modeling, Analysis, and Measurements , 2013, IEEE Transactions on Antennas and Propagation.

[22]  Emil Björnson,et al.  Massive MIMO Systems With Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits , 2013, IEEE Transactions on Information Theory.

[23]  Rose Qingyang Hu,et al.  Key elements to enable millimeter wave communications for 5G wireless systems , 2014, IEEE Wireless Communications.

[24]  Derrick Wing Kwan Ng,et al.  Multi-User Precoding and Channel Estimation for Hybrid Millimeter Wave Systems , 2017, IEEE Journal on Selected Areas in Communications.

[25]  Michael A. Jensen,et al.  Modeling the statistical time and angle of arrival characteristics of an indoor multipath channel , 2000, IEEE Journal on Selected Areas in Communications.

[26]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

[27]  Robert W. Heath,et al.  Channel Estimation and Hybrid Precoding for Millimeter Wave Cellular Systems , 2014, IEEE Journal of Selected Topics in Signal Processing.

[28]  James V. Krogmeier,et al.  Millimeter Wave Beamforming for Wireless Backhaul and Access in Small Cell Networks , 2013, IEEE Transactions on Communications.

[29]  Jianxin Dai,et al.  Widely Linear Precoding for Large-Scale MIMO with IQI: Algorithms and Performance Analysis , 2017, IEEE Transactions on Wireless Communications.

[30]  Xiaojing Huang,et al.  Massive hybrid antenna array for millimeter-wave cellular communications , 2015, IEEE Wireless Communications.

[31]  Wei Liang,et al.  Nonnegative correlation coding for image classification , 2015, Science China Information Sciences.

[32]  Tarcisio F. Maciel,et al.  Massive MIMO: survey and future research topics , 2016, IET Commun..

[33]  Mehrdad Dianati,et al.  Hybrid Beamforming for Large Antenna Arrays With Phase Shifter Selection , 2016, IEEE Transactions on Wireless Communications.