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

doi:10.1109/TWC.2020.3043890

	High Order PSK Modulation in Massive MIMO Systems With 1-Bit ADCs
	Sun, Bule 1,2,3; Zhou, Yiqing 1,2,3; Yuan, Jinhong 4; Liu, Ya-Feng5 ; Wang, Lu 1,2,3; Liu, Ling 1,2,3
	2021-04-01
发表期刊	IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
ISSN	1536-1276
卷号	20 期号:4 页码:2652-2669
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.
关键词	1-bit ADC high order PSK modulation massive MIMO pilot sequence design
DOI	10.1109/TWC.2020.3043890
收录类别	SCI
语种	英语
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
WOS类目	Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000639747400034
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/58506
专题	计算数学与科学工程计算研究所
通讯作者	Zhou, Yiqing
作者单位	1.Chinese Acad Sci, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing 100049, Peoples R China 4.Univ New South Wales Sydney, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia 5.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, State Key Lab Sci & Engn Comp, 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.