基于GSIC的上行链路毫米波大规模MIMO-NOMA系统低功耗传输方法

doi:10.11959/j.issn.1000-0801.2023010

Abstract

Abstract:

The combination of non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) massive multiple-input multiple-output (MIMO) can meet the requirements for huge throughput and massive connectivity in future wireless communication network.The total system power minimization for uplink mmWave massive MIMO-NOMA was studied, and a novel framework for a hybrid beamforming mmWave massive MIMO-NOMA uplink transmission system was proposed based on group-level successive interference cancellation (GSIC).Specifically, users were grouped according to channel gain, intergroup users being served by NOMA and intra group users being served by space division multiple access.By designing analog beamforming matrices for different groups and performing joint optimization for digital beamforming and power control, a parallel iterative algorithm was proposed to solve the optimization problem.Simulation results show that the proposed method outperforms the conventional mmWave massive MIMO-NOMA based on clustering and user-level SIC in terms of total power consumption.

Key words: NOMA, mmWave, massive MIMO, hybrid beamforming

CLC Number:

TN929.5

Hui WANG, Qixin TAI, Liu LIU, Hong WANG, Rongfang SONG. Low-power transmission method for uplink millimeter-wave massive MIMO-NOMA system based on GSIC[J]. Telecommunications Science, 2023, 39(1): 51-59.

Figures/Tables 4

References 17

[1]	XIAO M , MUMTAZ S , HUANG Y ,et al. Millimeter wave communications for future mobile networks[J]. IEEE Journal on Selected Areas in Communications, 2017,35(9): 1909-1935.
[2]	HONG W , JIANG Z H , YU C ,et al. The role of millimeter-wave technologies in 5G/6G wireless communications[J]. IEEE Journal of Microwaves, 2020,1(1): 101-122.
[3]	XIE H , GAO F , ZHANG S ,et al. A unified transmission strategy for TDD/FDD massive MIMO systems with spatial basis expansion mode[J]. IEEE Transactions on Vehicular Technology, 2017,66(4): 3170-3184.
[4]	HEALTH R W , GONZALEZ-PRELCIC N , RANGAN S ,et al. An overview of signal processing techniques for millimeter wave MIMO systems[J]. IEEE Journal of Selected Topics in Signal Processing, 2016,10(3): 436-453.
[5]	ZHAO L , NG D W K , YUAN J . Multi-user precoding and channel estimation for hybrid millimeter wave systems[J]. IEEE Journal on Selected Areas in Communications, 2017,35(7): 1576-1590.
[6]	DING Q , DENG Y , GAO X ,et al. Hybrid precoding for mmWave massive MIMO systems with different antenna arrays[J]. China Communications, 2019,16(10): 45-55.
[7]	ALMASI M A , JIANG L , JAFARKHANI H ,et al. Joint beamwidth and power optimization in mmWave hybrid beamforming-NOMA systems[J]. IEEE Transactions on Wireless Communications, 2020,20(4): 2442-2456.
[8]	MARAQA O , RAJASEKARAN A S , AL-AHMADI S , ,et al. A survey of rate-optimal power domain NOMA with enabling technologies of future wireless networks[J]. IEEE Communications Surveys ＆ Tutorials, 2020,22(4): 2192-2235.
[9]	宋荣方, 王鸿 . MIMO-NOMA传输机制研究综述：存在问题与新方法探索[J]. 南京邮电大学学报(自然科学版), 2022,42(3): 1-13.
	SONG R F , WANG H . Survey on MIMO-NOMA systems:problems and solutions[J]. Journal of Nanjing University of Posts and Telecommunications (Natural Science Edition), 2022,42(3): 1-13.
[10]	MEN J , GE J , ZHANG C . Performance analysis of nonorthogonal multiple access for relaying networks over nakagami-m fading channels[J]. IEEE Transactions on Vehicular Technology, 2017,66(2): 1200-1208.
[11]	ZHU J , LI Q , LIU Z ,et al. Enhanced user grouping and power allocation for hybrid mmWave MIMO-NOMA systems[J]. IEEE Transactions on Wireless Communications, 2022,21(3): 2034-2050.
[12]	DAI L , WANG B , PENG M ,et al. Hybrid precoding-based millimeter-wave massive MIMO-NOMA with simultaneous wireless information and power transfer[J]. IEEE Journal on Selected Areas in Communications, 2019,37(1): 131-141.
[13]	WANG B , DAI L , WANG Z ,et al. Spectrum and energy-efficient beamspace MIMO-NOMA for millimeter-wave communications using lens antenna array[J]. IEEE Journal on Selected Areas in Communications, 2017,35(10): 2370-2382.
[14]	WANG H , ZHANG R , SONG R ,et al. A novel power minimization precoding scheme for MIMO-NOMA uplink systems[J]. IEEE Communications Letters, 2018,22(5): 1106-1109.
[15]	WANG H , LIU C , SHI Z ,et al. GSIC for RIS-aided uplink multi-antenna NOMA systems[J]. IEEE Communications Letters, 2022,26(1): 187-191.
[16]	WANG H , LIU C , SHI Z ,et al. Power minimization for uplink RIS-assisted CoMP-NOMA networks with GSIC[J]. IEEE Transactions on Communications, 2022,70(7): 4559-4573.
[17]	AYACH O EI , RAJAGOPAL S , ABU-SURRA S , ,et al. Spatially sparse precoding in millimeter wave MIMO systems[J]. IEEE Transactions on Wireless Communications, 2014,13(3): 1499-1513.

Metrics

Recommended 0

No Suggested Reading articles found!

物理意义	数值
基站天线数N	64
RF链路数N_RF	4
用户数目K	8
最小速率Rmin/(bit·(s·Hz)^-1)	0.2
用户到基站的路径数L	3
用户分组数G	2
噪声功率谱密度/(dBm·Hz^-1)	-90
每组用户数U	4
最大发射功率/dBm	20
精度η₁、η₂	10^-4

Low-power transmission method for uplink millimeter-wave massive MIMO-NOMA system based on GSIC

RichHTML

PDF下载

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 4

References 17

Related Articles 15

Metrics

Recommended 0

[1]	Xinyu MIAO, Changjun HU, Hua CHENG. Research on key synchronization problems of mobile communication: technology, standards and testing [J]. Telecommunications Science, 2023, 39(3): 80-88.
[2]	Furong XU, Hang CUI, Tianyi YU, Long ZHANG, Jinxia CHENG, Feng XING, Wuneng GUAN, Jing LIU, Wei DENG, Haiyu DING. 5G nomadic deployment proposal of base station integrated with cloud and service [J]. Telecommunications Science, 2022, 38(Z1): 120-127.
[3]	Danhao DENG, Chaowei WANG, Fan JIANG, Weidong WANG. Coordinated air-ground scheduling for UAV-assisted cell-free massive MIMO [J]. Telecommunications Science, 2022, 38(8): 37-44.
[4]	Haiyan CAO, Zhongliang WANG, Hao XU, Qianhong CHEN, Fangmin XU. Energy efficiency joint optimization algorithm for mixed-ADC massive MIMO systems [J]. Telecommunications Science, 2022, 38(8): 65-74.
[5]	Yue WANG, Fangmin XU, Haiyan CAO. Pilot interference mitigation for TDD cell-free massive MIMO systems [J]. Telecommunications Science, 2022, 38(5): 87-94.
[6]	Qiuping HUANG, Xiaofeng LIU, Qiubin GAO, Zhengxuan LIU, Liqiang JIN, Shaohui SUN. Study of channel state information feedback based on artificial intelligence [J]. Telecommunications Science, 2022, 38(3): 74-83.
[7]	Yun SHENG, Chen XU, Guangyuan ZHENG. Task offloading and resource allocation in NOMA-based ultra-dense MEC networks [J]. Telecommunications Science, 2022, 38(2): 35-46.
[8]	Huahua CHEN, Zhe CHEN. Research on anomaly detection algorithm based on sparse variational autoencoder using spike and slab prior [J]. Telecommunications Science, 2022, 38(12): 65-77.
[9]	Mengting LOU, Jing JIN, Hanning WANG, Qixing WANG, Jiangzhou WANG. Research and evaluation of sparse array for massive MIMO [J]. Telecommunications Science, 2021, 37(9): 48-56.
[10]	Haoyi CHEN, Guangqiu LI, Hui LI. Hybrid precoding method for millimeter-wave massive MIMO systems based on IAFS algorithm [J]. Telecommunications Science, 2021, 37(8): 77-84.
[11]	Peichang ZHANG, Wannian AN, Shida ZHONG, Lei HUANG, Chunsheng ZHUANG, Wei ZHANG. A novel low-complexity two-tier group antenna selection algorithm [J]. Telecommunications Science, 2021, 37(7): 67-76.
[12]	Yuxiu HUA, Rongpeng LI, Zhifeng ZHAO, Jianjun WU, Honggang ZHANG. GAN-based channel estimation for massive MIMO system [J]. Telecommunications Science, 2021, 37(6): 14-22.
[13]	Jianwu ZHANG, Luxin WANG, Lingfen SUN, Qianye ZHANG, Hangguan SHAN. An survey on application of artificial intelligence in 5G system [J]. Telecommunications Science, 2021, 37(5): 14-31.
[14]	Su WANG, Hua LU, Shuo WANG, Lei CAI, Tao HUANG. Research progress of KPI anomaly detection in intelligent operation and maintenance [J]. Telecommunications Science, 2021, 37(5): 42-51.
[15]	Yanping LU, Liu LIU, Liqin FU, Jiahui QIU, Kai LIU. A survey of massive MIMO channel measurement and model [J]. Telecommunications Science, 2021, 37(4): 14-27.