Beamspace Precoding and Beam Selection for Wideband Millimeter-Wave MIMO Relying on Lens Antenna Arrays

Millimeter-wave (mmWave) multiple-input multiple-out (MIMO) systems relying on lens antenna arrays are capable of achieving a high antenna-gain at a considerably reduced number of radio frequency (RF) chains via beam selection. However, the traditional beam selection network suffers from significant performance loss in wideband systems due to the effect of beam squint. In this paper, we propose a phase shifter-aided beam selection network, which enables a single RF chain to support multiple focused-energy beams, for mitigating the beam squint in wideband mmWave MIMO systems. Based on this architecture, we additionally design an efficient transmit precoder (TPC) for maximizing the achievable sum-rate, which is composed of beam selection and beamspace precoding. Specifically, we decouple the design problems of beamspace precoding and beam selection by exploiting the fact that the beam selection matrix has a limited number of candidates. For the beamspace precoding design, we propose a successive interference cancellation (SIC)-based method, which decomposes the associated optimization problem into a series of subproblems and solves them successively. For the beam selection design, we propose an energy-max beam selection method for avoiding the high complexity of exhaustive search, and derive the number of required beams for striking an attractive trade-off between the hardware cost and system performance. Our simulation results show that the proposed beamspace precoding and beam selection methods achieve both a higher sum-rate and a higher energy efficiency than its conventional counterparts.

[1]  Lajos Hanzo,et al.  Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO with Lens Antenna Array , 2018, 2018 IEEE International Conference on Communications (ICC).

[2]  Lajos Hanzo,et al.  Joint Design of Beam Selection and Precoding Matrices for mmWave MU-MIMO Systems Relying on Lens Antenna Arrays , 2018, IEEE Journal of Selected Topics in Signal Processing.

[3]  Geoffrey Ye Li,et al.  Joint Transceiver Design With Antenna Selection for Large-Scale MU-MIMO mmWave Systems , 2017, IEEE Journal on Selected Areas in Communications.

[4]  Robert W. Heath,et al.  Frequency Selective Hybrid Precoding for Limited Feedback Millimeter Wave Systems , 2015, IEEE Transactions on Communications.

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

[6]  Robert W. Heath,et al.  Channel Feedback Based on AoD-Adaptive Subspace Codebook in FDD Massive MIMO Systems , 2017, IEEE Transactions on Communications.

[7]  A.F. Molisch,et al.  Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection , 2005, IEEE Transactions on Signal Processing.

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

[9]  Song Guo,et al.  Achieve Sustainable Ultra-Dense Heterogeneous Networks for 5G , 2017, ArXiv.

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

[11]  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.

[12]  Wei Yu,et al.  Hybrid Analog and Digital Beamforming for mmWave OFDM Large-Scale Antenna Arrays , 2017, IEEE Journal on Selected Areas in Communications.

[13]  Geoffrey Ye Li,et al.  Energy-Efficient Design of Indoor mmWave and Sub-THz Systems With Antenna Arrays , 2016, IEEE Transactions on Wireless Communications.

[14]  Shuangfeng Han,et al.  Reliable Beamspace Channel Estimation for Millimeter-Wave Massive MIMO Systems with Lens Antenna Array , 2017, IEEE Transactions on Wireless Communications.

[15]  Haralabos C. Papadopoulos,et al.  Hybrid Beamforming With Selection for Multiuser Massive MIMO Systems , 2017, IEEE Transactions on Signal Processing.

[16]  Min Chen,et al.  A cross-layer design for a software-defined millimeter-wave mobile broadband system , 2016, IEEE Communications Magazine.

[17]  Lajos Hanzo,et al.  On Low-Resolution ADCs in Practical 5G Millimeter-Wave Massive MIMO Systems , 2018, IEEE Communications Magazine.

[18]  Hai Lin,et al.  Spatial- and Frequency-Wideband Effects in Millimeter-Wave Massive MIMO Systems , 2017, IEEE Transactions on Signal Processing.

[19]  Robert W. Heath,et al.  Channel Estimation for Hybrid Architecture-Based Wideband Millimeter Wave Systems , 2016, IEEE Journal on Selected Areas in Communications.

[20]  Theodore S. Rappaport,et al.  Wideband Millimeter-Wave Propagation Measurements and Channel Models for Future Wireless Communication System Design , 2015, IEEE Transactions on Communications.

[21]  Lajos Hanzo,et al.  Channel Feedback Codebook Design for Millimeter-Wave Massive MIMO Systems Relying on Lens Antenna Array , 2018, IEEE Wireless Communications Letters.

[22]  Rui Zhang,et al.  Millimeter Wave MIMO With Lens Antenna Array: A New Path Division Multiplexing Paradigm , 2015, IEEE Transactions on Communications.

[23]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[24]  Yongming Huang,et al.  Wideband Millimeter Wave Communication With Lens Antenna Array: Joint Beamforming and Antenna Selection With Group Sparse Optimization , 2018, IEEE Transactions on Wireless Communications.

[25]  Yuan-Hao Huang,et al.  A Hybrid RF/Baseband Precoding Processor Based on Parallel-Index-Selection Matrix-Inversion-Bypass Simultaneous Orthogonal Matching Pursuit for Millimeter Wave MIMO Systems , 2015, IEEE Transactions on Signal Processing.

[26]  Zhi Ning Chen,et al.  Electromagnetic Lens-Focusing Antenna Enabled Massive MIMO: Performance Improvement and Cost Reduction , 2013, IEEE Journal on Selected Areas in Communications.

[27]  Robert W. Heath,et al.  MIMO Precoding and Combining Solutions for Millimeter-Wave Systems , 2014, IEEE Communications Magazine.

[28]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[29]  Linglong Dai,et al.  Fast Channel Tracking for Terahertz Beamspace Massive MIMO Systems , 2017, IEEE Transactions on Vehicular Technology.

[30]  Christos Masouros,et al.  Low RF-Complexity Millimeter-Wave Beamspace-MIMO Systems by Beam Selection , 2015, IEEE Transactions on Communications.

[31]  Akbar M. Sayeed,et al.  Beamspace MIMO for high-dimensional multiuser communication at millimeter-wave frequencies , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

[32]  Linglong Dai,et al.  Near-Optimal Beam Selection for Beamspace MmWave Massive MIMO Systems , 2016, IEEE Communications Letters.

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

[34]  Jianping An,et al.  Beamspace Precoding and Beam Selection for Wideband Millimeter-Wave MIMO Relying on Lens Antenna Arrays , 2019, IEEE Transactions on Signal Processing.

[35]  Robert W. Heath,et al.  An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems , 2015, IEEE Journal of Selected Topics in Signal Processing.

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

[37]  Lajos Hanzo,et al.  Wideband Beamspace Channel Estimation for Millimeter-Wave MIMO Systems Relying on Lens Antenna Arrays , 2019, IEEE Transactions on Signal Processing.

[38]  Akbar M. Sayeed,et al.  Wideband communication with high-dimensional arrays: New results and transceiver architectures , 2015, 2015 IEEE International Conference on Communication Workshop (ICCW).

[39]  Shahid Mumtaz,et al.  Millimeter-Wave Massive MIMO Communication for Future Wireless Systems: A Survey , 2018, IEEE Communications Surveys & Tutorials.

[40]  Rui Zhang,et al.  Multi-User Millimeter Wave MIMO With Full-Dimensional Lens Antenna Array , 2016, IEEE Transactions on Wireless Communications.

[41]  Mathini Sellathurai,et al.  Hybrid Beamforming With a Reduced Number of Phase Shifters for Massive MIMO Systems , 2017, IEEE Transactions on Vehicular Technology.

[42]  Vincent K. N. Lau,et al.  Phase Only RF Precoding for Massive MIMO Systems With Limited RF Chains , 2014, IEEE Transactions on Signal Processing.