ADMM Based Interference Exploitation Multi-User One-Bit Massive MIMO Precoding

被引:2
|
作者
Wang, Yiran [1 ,2 ]
Li, Ang [1 ,2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Informat & Commun Engn, Fac Elect & Informat Engn, Xian 710049, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
MIMO; alternating direction method of multipliers (ADMM); constructive interference (CI); 1-bit precoding; DOWNLINK SYSTEMS;
D O I
10.1109/TVT.2023.3244404
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 article, we focus on the 1-bit precoding design for a multi-user massive multiple-input multiple-output (MIMO) system, where the concept of constructive interference (CI) is employed to formulate the optimization problem. By adopting the symbol-scaling CI metric, the formulated optimization problem is transformed such that the alternating direction method of multipliers (ADMM) framework can be used to solve this problem. Furthermore, we obtain the closed-form solution to the subproblem in each step within the ADMM iteration, thus achieving lower complexity. We further provide the computational complexity analysis of the proposed algorithm. Numerical experiments verify the superior bit error rate (BER) performance of the proposed ADMM-based CI precoding (CI-ADMM) scheme over the state-of-the-art, with proper initialization.
引用
收藏
页码:9561 / 9566
页数:6
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