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High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs

文献类型：期刊论文

作者Sun, Bule3,4,5; Zhou, Yiqing3,4,5; Yuan, Jinhong2; Liu, Ya-Feng1; Wang, Lu3,4,5; Liu, Ling3,4,5
刊名IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
出版日期2021-04-01
卷号20期号:4页码:2652-2669
关键词1-bit ADC high order PSK modulation massive MIMO pilot sequence design
ISSN号1536-1276
DOI10.1109/TWC.2020.3043890
英文摘要Massive multiple-input multiple-output (MIMO) systems with 1-bit analog-to-digital converters (ADCs) are promising to reduce the energy consumption. However, the serious quantization error caused by 1-bit ADCs will potentially limit the feasibility of high order modulations. This paper focuses on the analysis of the high order phase-shift keying (PSK) signal transmission in the 1-bit ADC massive MIMO system. Firstly, assuming ideal channel estimation and a single mobile station (MS), we theoretically prove that with an asymptotically large number of antennas at the base station, PSK signals with arbitrary modulation order can be recovered in the 1-bit ADC massive MIMO system. Secondly, we analyze the impact of pilot based channel estimation on the recovery of the high order PSK signals, which leads to a periodic asymptotic detection phase error (ADPE) at high signal to noise ratio (SNR). Furthermore, we also propose to optimize the pilot sequence for minimizing the cumulative absolute ADPE. Finally, the analysis is extended to the multi-MS case and the performance with different pilot patterns is discussed. Simulation results validate our analysis and show that using our proposed optimized pilot sequence can significantly improve the detection performance for both single-MS and multi-MS 1-bit ADC massive MIMO systems.
资助项目National Natural Science Foundation of China (NSFC)[61901452] ; National Natural Science Foundation of China (NSFC)[12021001] ; National Natural Science Foundation of China (NSFC)[11991021] ; National Natural Science Foundation of China (NSFC)[11688101] ; Innovative Project of the Institute of Computing Technology/Chinese Academy of Sciences (ICT/CAS)[20196110] ; National Key Research and Development Program of China[2020YFB1807803]
WOS研究方向Engineering ; Telecommunications
语种英语
WOS记录号WOS:000639747400034
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/17851]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Zhou, Yiqing
作者单位1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, State Key Lab Sci & Engn Comp, Beijing 100190, Peoples R China
2.Univ New South Wales Sydney, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
3.Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing 100049, Peoples R China
4.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
5.Chinese Acad Sci, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Sun, Bule,Zhou, Yiqing,Yuan, Jinhong,et al. High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS,2021,20(4):2652-2669.
APA Sun, Bule,Zhou, Yiqing,Yuan, Jinhong,Liu, Ya-Feng,Wang, Lu,&Liu, Ling.(2021).High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs.IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS,20(4),2652-2669.
MLA Sun, Bule,et al."High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs".IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS 20.4(2021):2652-2669.

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来源：计算技术研究所

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