FULLY DIGITAL AND HYBRID BEAMFORMING DESIGN FOR MILLIMETER-WAVE MIMO-OFDM TWO-WAY RELAYING SYSTEMS

被引:1
作者
Gherekhloo, Sepideh [1 ]
Ardah, Khaled [1 ]
Haardt, Martin [1 ]
机构
[1] TU Ilmenau, Commun Res Lab CRL, Ilmenau, Germany
来源
2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP) | 2021年
关键词
Two-way relaying; hybrid beamforming; millimeter-wave communication; Tucker2 tensor decomposition; MASSIVE MIMO;
D O I
10.1109/SSP49050.2021.9513786
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work, we consider the design of hybrid analog-digital (HAD) multi-carrier MIMO-OFDM two-way relaying systems, where the relay station is equipped with a HAD amplify-and-forward architecture and every mobile station is equipped with a fully-digital beamforming architecture. We propose a sub-optimal solution by reformulating the original non-convex problem as a constrained Tucker2 decomposition with the objective of minimizing the sum Euclidean-norm between the HAD amplification matrices and their fully-digital counterparts. For the fully-digital amplification matrix design, we use a Frobenius-norm maximization of the effective channels on every subcarrier and propose an effective solution applicable for multi-stream communication scenarios. After that, we propose an alternating maximization (AltMax) HAD solution by exploiting the tensor structure of the reformulated problem. Simulation results are provided, where we show that the proposed fully-digital and AltMax-based HAD amplification matrix designs outperform some benchmark methods, especially for multi-stream communication scenarios.
引用
收藏
页码:296 / 300
页数:5
相关论文
共 21 条
  • [1] Hybrid Analog-Digital Beamforming Design for SE and EE Maximization in Massive MIMO Networks
    Ardah, Khaled
    Fodor, Gabor
    Silva, Yuri C. B.
    Freitas Jr, Walter C.
    de Almeida, Andre L. F.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (01) : 377 - 389
  • [2] A Unifying Design of Hybrid Beamforming Architectures Employing Phase Shifters or Switches
    Ardah, Khaled
    Fodor, Gabor
    Silva, Yuri C. B.
    Freitas, Walter C., Jr.
    Cavalcanti, Francisco R. P.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (11) : 11243 - 11247
  • [3] Ayach O. E., 2012, IEEE International Conference on Communications (ICC 2012), P3724, DOI 10.1109/ICC.2012.6363634
  • [4] Chauhan A. S., 2018, HYBRID BLOCK DIAGONA
  • [5] Tensor Decompositions for Signal Processing Applications
    Cichocki, Andrzej
    Mandic, Danilo P.
    Anh Huy Phan
    Caiafa, Cesar F.
    Zhou, Guoxu
    Zhao, Qibin
    De Lathauwer, Lieven
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2015, 32 (02) : 145 - 163
  • [6] A multilinear singular value decomposition
    De Lathauwer, L
    De Moor, B
    Vandewalle, J
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2000, 21 (04) : 1253 - 1278
  • [7] Gherekhloo S, 2020, PR IEEE SEN ARRAY, DOI [10.1109/sam48682.2020.9104405, 10.1109/SAM48682.2020.9104405]
  • [8] An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems
    Heath, Robert W., Jr.
    Gonzalez-Prelcic, Nuria
    Rangan, Sundeep
    Roh, Wonil
    Sayeed, Akbar M.
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2016, 10 (03) : 436 - 453
  • [9] Massive MIMO for Next Generation Wireless Systems
    Larsson, Erik G.
    Edfors, Ove
    Tufvesson, Fredrik
    Marzetta, Thomas L.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (02) : 186 - 195
  • [10] Hybrid MIMO Architectures for Millimeter Wave Communications: Phase Shifters or Switches?
    Mendez-Rial, Roi
    Rusu, Cristian
    Gonzalez-Prelcic, Nuria
    Alkhateeb, Ahmed
    Heath, Robert W., Jr.
    [J]. IEEE ACCESS, 2016, 4 : 247 - 267