Low-Complexity PAPR-Aware Precoding for Massive MIMO-OFDM Downlink Systems

被引:8
|
作者
Hua, Lei [1 ]
Wang, Yajun [1 ]
Lian, Zhuxian [1 ]
Su, Yinjie [1 ]
Xie, Zhibin [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Dept Elect Engn, Zhenjiang 212003, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Peak to average power ratio; Precoding; MIMO communication; Optimization; Downlink; Computational complexity; Frequency-domain analysis; MIMO-OFDM; PAPR; APGM;
D O I
10.1109/LWC.2022.3166892
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We address the issue of reducing the peak to average power ratio (PAPR) of an orthogonal frequency division multiplexing (OFDM)-based massive multi-user (MU) multiple-input multiple-output (MIMO) downlink systems. Taking advantage of the massive degrees-of-freedom available in large-scale MIMO antenna arrays, we tackle the PAPR-aware precoding, which formulates MU precoding, OFDM modulation, and PAPR reduction into a convex optimization problem. Then the accelerated proximal gradient algorithm (APGM) is developed to solve the above optimization problems. The numerical results indicate that the proposed APGM algorithm has comparable advantages over the existing method in terms of PAPR reduction, symbol error rate (SER), and computational complexity.
引用
收藏
页码:1339 / 1343
页数:5
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