Analysis of Selective User Forwarding in Cell-Free Massive MIMO With Channel Aging

被引:0
|
作者
Francis, Maria [1 ]
Mehran, Farhad [2 ]
Hari, K. V. S. [1 ]
机构
[1] Indian Inst Sci, Dept Elect Commun Engn, Bengaluru 560012, India
[2] Adastral Pk, BT British Telecom Labs, Ipswich IP5 3RE, England
关键词
Cell-free massive MIMO (CF-mMIMO); central processing unit (CPU); channel state information (CSI); channel aging; minimum mean square error (MMSE); PERFORMANCE ANALYSIS; NETWORKS; SYSTEMS; IMPACT; ENERGY;
D O I
10.1109/ACCESS.2023.3288833
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cell-free massive multiple-input-multiple-output (CF-mMIMO) systems provide spectral efficiency (SE) gains with a more uniform quality-of-service in the network area compared to cellular massive MIMO schemes but at the expense of higher capacity requirements on the fronthaul links. To reduce the signaling overhead on fronthaul links, we propose a selective user forwarding method for uplink data transmissions in CF-mMIMO systems, where each access point (AP) forwards the data of only a selected subset of users to the central processing unit (CPU) for joint processing. The simulation results show that the selective user forwarding scheme achieves nearly the same performance as a CF-mMIMO system with selected number of users, $M$ , being equal to less than one-fourth of the total number of users in the network and resulting in a fronthaul signaling savings of about 75%. We then analytically study the performance of the proposed system in the presence of channel aging by deriving expressions for SE. The numerical evaluation of these expressions is shown to be close to the simulation results.
引用
收藏
页码:71210 / 71223
页数:14
相关论文
共 50 条
  • [41] Joint Power and User Grouping Optimization in Cell-Free Massive MIMO Systems
    Guo, Fengqian
    Lu, Hancheng
    Gu, Zhuojia
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (02) : 991 - 1006
  • [42] Distributed User-Centric Cell-Free Massive MIMO with Architectural Constraints
    Burguera, Pere Garau
    Al-Tous, Hanan
    Tirkkonen, Olav
    2024 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT 2024, 2024, : 541 - 546
  • [43] Performance Analysis of Channel Mismatch in Cell-Free Massive MIMO IoT Networks With Ricean Fading
    Fang, Hao
    Zhang, Yao
    Qiao, Xu
    Yang, Longxiang
    Zhu, Hongbo
    IEEE SENSORS JOURNAL, 2024, 24 (19) : 30822 - 30833
  • [44] Semi-Blind Sparse Channel Learning in Cell-Free Massive MIMO - a CRB Analysis
    Zhao, Zilu
    Slock, Dirk
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 5024 - 5029
  • [45] Mobility Performance Analysis of Scalable Cell-Free Massive MIMO
    Xiao, Yunlu
    MaIginen, Petri
    Simic, Ljiljana
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2022), 2022, : 2543 - 2548
  • [46] Analysis of UAV Communications in Cell-Free Massive MIMO Systems
    D'Andrea, Carmen
    Garcia-Rodriguez, Adrian
    Geraci, Giovanni
    Giordano, Lorenzo Galati
    Buzzi, Stefano
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2020, 1 : 133 - 147
  • [47] Analysis of Clock Distribution in User-centric Radio Access Network for Cell-Free Massive MIMO
    Murakami, Takahide
    Aihara, Naoki
    Tsukamoto, Yu
    Ikami, Akio
    Shinbo, Hiroyuki
    Amano, Yoshiaki
    2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 815 - 818
  • [48] Joint Activity Detection and Channel Estimation in Cell-Free Massive MIMO Networks With Massive Connectivity
    Guo, Mangqing
    Gursoy, M. Cenk
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (01) : 317 - 331
  • [49] Hardware-Impaired Rician-Faded Cell-Free Massive MIMO Systems With LSFD and Channel Aging: SE Analysis and Optimization
    Tentu, Venkatesh
    Amudala, Dheeraj Naidu
    Chattopadhyay, Anish
    Budhiraja, Rohit
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (09) : 5455 - 5472
  • [50] Channel Estimation for Cell-Free mmWave Massive MIMO Through Deep Learning
    Jin, Yu
    Zhang, Jiayi
    Jin, Shi
    Ai, Bo
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (10) : 10325 - 10329