User-Centric Cell-Free Massive MIMO System for Indoor Industrial Networks

被引:24
作者
Zhang, Haijun [1 ]
Su, Renwei [1 ]
Zhu, Yongxu [2 ]
Long, Keping [1 ]
Karagiannidis, George K. [3 ]
机构
[1] Univ Sci & Technol Beijing, Beijing Engn & Technol Res Ctr Convergence Network, Beijing 100083, Peoples R China
[2] London South Bank Univ, Div Comp Sci & Informat, London SE1 0AA, England
[3] Aristotle Univ Thessaloniki, Dept Elect & Comp Engn, Thessaloniki 54124, Greece
基金
北京市自然科学基金; 国家重点研发计划; 中国国家自然科学基金;
关键词
Cell-free massive MIMO; indoor industrial networks; pilot assignment; power control; system scalability; JOINT POWER-CONTROL; RESOURCE-ALLOCATION; OPTIMIZATION; PERFORMANCE;
D O I
10.1109/TCOMM.2022.3210410
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
The cell-free massive multiple-input multiple-output (CFmMIMO) aims to provide uniform quality of service (QoS) for all users, and can be used in small-area scenarios such as indoor industrial networks. This paper studies the CFmMIMO system for indoor industrial scenarios. Firstly, an access point (AP) grouping based hierarchical network topology is proposed. Based on this, we propose an effective AP selection method. To reduce pilot contamination, a pilot assignment scheme based on inspection robot (IR) location is proposed. Considering the high reliability requirement of industrial data transmission, the power control and backhaul combining are jointly optimized to maximize the minimum signal to interference plus noise ratio (SINR). The scalability of the proposed CFmMIMO system is analyzed, and a scalable power control method is proposed. The simulations demonstrate the effectiveness of the AP selection method, pilot assignment scheme, and the joint optimization algorithm for power control and backhaul combining. Moreover, the impact of network scale and network load on system performance is evaluated and analyzed in the simulations.
引用
收藏
页码:7644 / 7655
页数:12
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