Performance Analysis for User-Centric Cell-Free Massive MIMO Systems With Hardware Impairments and Multi-Antenna Users

被引:4
|
作者
Xie, Mingfeng [1 ]
Yu, Xiangbin [1 ,2 ]
Rui, Yun [3 ,4 ]
Wang, Kezhi [5 ]
Dang, Xiaoyu [1 ]
Zhang, Jiayi [6 ,7 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 211106, Peoples R China
[2] Southeast Univ, State Key Lab Millimeter Waves, Nanjing 211189, Peoples R China
[3] East China Normal Univ, Sch Commun & Elect Engn, Shanghai 200050, Peoples R China
[4] East China Normal Univ, Sch Commun & Elect Engn, Shanghai, Peoples R China
[5] Brunel Univ London, Dept Comp Sci, Uxbridge UB8 3PH, England
[6] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing 100044, Peoples R China
[7] Beijing Jiaotong Univ, Frontiers Sci Ctr Smart High Speed Railway Syst, Beijing 100044, Peoples R China
基金
中国国家自然科学基金;
关键词
Hardware; Detectors; Correlation; Fading channels; Decorrelation; Decoding; Signal to noise ratio; Hardware impairments; cell-free massive MIMO; spectral efficiency; multi-antenna user; user-centric; COVARIANCE-MATRIX ESTIMATION; ENERGY EFFICIENCY; DESIGN;
D O I
10.1109/TWC.2023.3287577
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
Cell-free massive multiple-input multiple-output (CF mMIMO) is known for its ability to provide ubiquitous connectivity. In this paper, we investigate the achievable spectral efficiency (SE) of a user-centric (UC) CF mMIMO system with both multi-antenna APs and users over joint-correlated Rayleigh fading channels. First, we provide a performance analytical framework for the system with the linear decorrelator and study the impact of hardware impairments (HIs) at transceivers on the uplink SE. Based on that, we discuss the local minimum mean-squared error (MMSE) and partial MMSE combining schemes and the partial large-scale fading decoding (LSFD) method from a scalable point of view. Besides, the exact closed-form SE expression is derived with maximum ratio combining (MRC). Then, we study the MMSE-based successive interference cancelation (MMSE-SIC) detector and give an approximate closed-form SE expression with MRC. In the simulations, we compare the linear decorrelator to the MMSE-SIC detector under different hardware-impaired scenarios. Numerical results correspond to the theoretical analyses and show that the impact of HIs can be mitigated by adding the number of receive antennas.
引用
收藏
页码:1243 / 1259
页数:17
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