A Partially Dynamic Subarrays Structure for Wideband mmWave MIMO Systems

Hybrid architecture is a promising candidate precoding scheme to balance the achievable spectral efficiency and power consumption in millimeter wave multiple input multiple output systems. A practical partially dynamic subarray-connected architecture is developed to improve the transmission performance. In this proposed architecture, the set of antennas in each subarray is fixed, but the subarrays connected to each radio frequency chain are dynamic. Moreover, we study how to optimize jointly the partially dynamic subarray structure and the hybrid precoders under the constraints of total transmit power and hardware limitation. This joint optimization problem is divided into two sub-problems. For the first sub-problem, a low-complexity algorithm is proposed to determine the partition of subarrays using the long-term spatial channel covariance. Then, the penalty decomposition method is adopted to design the hybrid precoders. Numerical results verify that the partially dynamic subarray design algorithm offers one or two orders of computation time saving compared with the existing algorithms, and the hybrid precoding algorithm outperforms the existing algorithms in terms of spectral efficiency. Moreover, compared with the fully dynamic subarray structure adopted in the existing algorithms, the proposed structure achieves spectral efficiency gain and energy efficiency gain using less hardware.

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

[2]  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.

[3]  Robert W. Heath,et al.  Dictionary-free hybrid precoders and combiners for mmWave MIMO systems , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[4]  Guobing Li,et al.  Beam squint compensation for hybrid precoding in millimetre-wave communication systems , 2018 .

[5]  Li Wang,et al.  Subarray-Based Coordinated Beamforming Training for mmWave and Sub-THz Communications , 2017, IEEE Journal on Selected Areas in Communications.

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

[7]  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.

[8]  Robert W. Heath,et al.  Low Complexity Hybrid Precoding Strategies for Millimeter Wave Communication Systems , 2016, IEEE Transactions on Wireless Communications.

[9]  Ming Xiao,et al.  Hybrid Precoding for Multi-Subarray Millimeter-Wave Communication Systems , 2018, IEEE Wireless Communications Letters.

[10]  Hai Lin,et al.  Beam Squint and Channel Estimation for Wideband mmWave Massive MIMO-OFDM Systems , 2019, IEEE Transactions on Signal Processing.

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

[12]  Mingyi Hong,et al.  Penalty dual decomposition method with application in signal processing , 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[13]  Dawei Ying,et al.  Hybrid structure in massive MIMO: Achieving large sum rate with fewer RF chains , 2015, 2015 IEEE International Conference on Communications (ICC).

[14]  Julian Cheng,et al.  Hybrid Precoding for Wideband mmWave MIMO Systems with Partially Dynamic Subarrays Structure , 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC).

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

[16]  Mingyi Hong,et al.  Spectral Efficiency Optimization For Millimeter Wave Multiuser MIMO Systems , 2018, IEEE Journal of Selected Topics in Signal Processing.

[17]  Geoffrey Ye Li,et al.  Power Leakage Elimination for Wideband mmWave Massive MIMO-OFDM Systems: An Energy-Focusing Window Approach , 2019, IEEE Transactions on Signal Processing.

[18]  Giuseppe Caire,et al.  Achievable Rates of FDD Massive MIMO Systems With Spatial Channel Correlation , 2014, IEEE Transactions on Wireless Communications.

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

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

[21]  Wolfgang Utschick,et al.  Hybrid LISA for Wideband Multiuser Millimeter-Wave Communication Systems Under Beam Squint , 2018, IEEE Transactions on Wireless Communications.

[22]  Athanasios V. Vasilakos,et al.  Large-scale MIMO-based wireless backhaul in 5G networks , 2015, IEEE Wireless Communications.

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

[24]  Chengshan Xiao,et al.  Channel-Statistics-Based Hybrid Precoding for Millimeter-Wave MIMO Systems With Dynamic Subarrays , 2019, IEEE Transactions on Communications.

[25]  Luc Vandendorpe,et al.  On the Number of RF Chains and Phase Shifters, and Scheduling Design With Hybrid Analog–Digital Beamforming , 2014, IEEE Transactions on Wireless Communications.

[26]  Feng Shu,et al.  Secure Hybrid Digital and Analog Precoder for mmWave Systems With Low-Resolution DACs and Finite-Quantized Phase Shifters , 2019, IEEE Access.

[27]  Zhi-Quan Luo,et al.  An iteratively weighted MMSE approach to distributed sum-utility maximization for a MIMO interfering broadcast channel , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[28]  Robert W. Heath,et al.  Dynamic Subarrays for Hybrid Precoding in Wideband mmWave MIMO Systems , 2016, IEEE Transactions on Wireless Communications.

[29]  Khaled Ben Letaief,et al.  Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems , 2016, IEEE Journal of Selected Topics in Signal Processing.

[30]  Chiao-En Chen,et al.  An Iterative Hybrid Transceiver Design Algorithm for Millimeter Wave MIMO Systems , 2015, IEEE Wireless Communications Letters.

[31]  Lajos Hanzo,et al.  Iterative Matrix Decomposition Aided Block Diagonalization for mm-Wave Multiuser MIMO Systems , 2017, IEEE Transactions on Wireless Communications.

[32]  Hongbo Zhu,et al.  Hybrid Beamforming for mmWave MIMO-OFDM System with Beam Squint , 2018, 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[33]  Ming Li,et al.  Hybrid Beamforming With Dynamic Subarrays and Low-Resolution PSs for mmWave MU-MISO Systems , 2019, IEEE Transactions on Communications.

[34]  Jiaheng Wang,et al.  Hybrid Precoding for Wideband Millimeter-Wave Systems With Finite Resolution Phase Shifters , 2018, IEEE Transactions on Vehicular Technology.

[35]  Erik G. Larsson,et al.  Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays , 2012, IEEE Signal Process. Mag..

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

[37]  Xiaodai Dong,et al.  Hybrid Precoding Architecture for Massive Multiuser MIMO With Dissipation: Sub-Connected or Fully Connected Structures? , 2018, IEEE Transactions on Wireless Communications.

[38]  Ami Wiesel,et al.  A channel matching based hybrid analog-digital strategy for massive multi-user MIMO downlink systems , 2016, 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

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

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

[41]  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.

[42]  Robert W. Heath,et al.  Multimode precoding in millimeter wave MIMO transmitters with multiple antenna sub-arrays , 2013, 2013 IEEE Global Communications Conference (GLOBECOM).