Asymptotic Analysis for Cell-Free Massive MIMO With MMSE Combining and Low-Resolution ADCs

被引:3
|
作者
Xiong, Youzhi [1 ]
Sun, Sanshan [1 ]
Wei, Ning [2 ]
Liu, Li [1 ]
Zhang, Zhongpei [2 ]
机构
[1] Sichuan Normal Univ, Coll Phys & Elect Engn, Chengdu 610068, Peoples R China
[2] Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 611731, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Quantization (signal); Uplink; Channel estimation; Nonlinear distortion; Fading channels; Massive MIMO; Mean square error methods; Spatially correlated channels; cell-free massive MIMO; low-resolution ADCs; quantization-aware MMSE; PERFORMANCE; SYSTEMS; ENERGY;
D O I
10.1109/LCOMM.2021.3102021
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
This letter analyses the asymptotic performance of cell-free massive multiple-input and multiple-output (MIMO) with low-resolution analog-to-digital converters (ADCs) over spatially correlated channels. Specifically, we first introduce a quantization-aware technique for channel estimation based on linear minimum mean-square error (LMMSE) theory. On the basis of imperfect channel estimation, we then propose a quantization-aware MMSE combining and derive the asymptotic expression of achievable uplink rate over spatially correlated Rayleigh fading channels. Finally, simulation results validate our theoretical analysis and corroborate that the quantization-aware MMSE combiner can improve performance to a certain extent.
引用
收藏
页码:3219 / 3223
页数:5
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