Iterative Power Control for Maximizing Spectral Efficiency in Cell-Free Massive MIMO Systems

被引:0
|
作者
Dikmen, Osman [1 ]
机构
[1] Duzce Univ, Dept Elect Elect Engn, TR-81620 Duzce, Turkiye
来源
IEEE ACCESS | 2024年 / 12卷
关键词
Power control; Antennas; Signal processing algorithms; Channel estimation; Antenna arrays; Partial transmit sequences; MIMO; Spectral efficiency; Cell-free massive MIMO; power control; spectral efficiency; OPTIMIZATION; CHALLENGES; ALLOCATION;
D O I
10.1109/ACCESS.2024.3461331
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study investigates power control algorithms for cell-free massive MIMO (CF-M-MIMO) systems, with the aim of enhancing spectral efficiency (SE) and overall system capacity. A novel Heuristic Iterative Power Control (HIPC) algorithm is proposed and compared against the Equal Power Control (EPC) and Max-Min Fairness Power Control (MMFPC) algorithms within both small-cell and CF-M-MIMO systems under Minimum Mean Squared Error (MMSE) and Maximum Ratio (MR) conditions. The simulation results demonstrate that the HIPC algorithm significantly outperforms both EPC and MMFPC by achieving higher SE and improving user fairness, particularly in CF-M-MIMO systems. Moreover, the robustness and effectiveness of the HIPC algorithm under MR conditions underscore its practical utility. These contributions provide important guidance on the design and implementation of CF-M-MIMO systems, establishing the HIPC algorithm as a valuable tool for optimizing power control and enhancing system performance.
引用
收藏
页码:133834 / 133847
页数:14
相关论文
共 50 条
  • [21] Spectral and Energy Efficiency in Cell-Free Massive MIMO Systems Over Correlated Rician Fading
    Jin, Si-Nian
    Yue, Dian-Wu
    Nguyen, Ha H.
    IEEE SYSTEMS JOURNAL, 2021, 15 (02): : 2822 - 2833
  • [22] Spectral Efficiency Analysis of Cell-Free Distributed Massive MIMO Systems With Imperfect Covariance Matrix
    Ye, Feng
    Li, Jiamin
    Zhu, Pengcheng
    Wang, Dongming
    Wu, Hao
    You, Xiaohu
    IEEE SYSTEMS JOURNAL, 2022, 16 (04): : 5402 - 5412
  • [23] Joint optimization of spectral efficiency for cell-free massive MIMO with network-assisted full duplexing
    Xia, Xinjiang
    Zhu, Pengcheng
    Li, Jiamin
    Wu, Hao
    Wang, Dongming
    Xin, Yuanxue
    SCIENCE CHINA-INFORMATION SCIENCES, 2021, 64 (08)
  • [24] Spectral Efficiency Analysis of Hybrid Relay-Reflecting Intelligent Surface-Assisted Cell-Free Massive MIMO Systems
    Nguyen, Nhan Thanh
    Nguyen, Van-Dinh
    Nguyen, Hieu Van
    Ngo, Hien Quoc
    Chatzinotas, Symeon
    Juntti, Markku
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22 (05) : 3397 - 3416
  • [25] Downlink Power Control for Cell-Free Massive MIMO With Deep Reinforcement Learning
    Luo, Lirui
    Zhang, Jiayi
    Chen, Shuaifei
    Zhang, Xiaodan
    Ai, Bo
    Ng, Derrick Wing Kwan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (06) : 6772 - 6777
  • [26] Joint Pilot and Data Power Control for Cell-Free Massive MIMO IoT Systems
    Liu, Gang
    Deng, Honggui
    Qian, Xuewen
    Zhang, Wenjuan
    Dong, Hu
    IEEE SENSORS JOURNAL, 2022, 22 (24) : 24647 - 24657
  • [27] Pilot Power Control for Cell-Free Massive MIMO
    Mai, Trang C.
    Hien Quoc Ngo
    Egan, Malcolm
    Duong, Trung Q.
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (11) : 11264 - 11268
  • [28] WMMSE-Based Processing in Cell-Free Massive MIMO Systems
    Fu, Jiafei
    Mobini, Zahra
    Ngo, Hien Quoc
    Zhu, Pengcheng
    Matthaiou, Michail
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 14 (02) : 330 - 334
  • [29] Structured Massive Access for Scalable Cell-Free Massive MIMO Systems
    Chen, Shuaifei
    Zhang, Jiayi
    Bjornson, Emil
    Zhang, Jing
    Ai, Bo
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (04) : 1086 - 1100
  • [30] ITERATIVE MMSE PRECODING AND POWER ALLOCATION IN CELL-FREE MASSIVE MIMO SYSTEMS
    Palhares, Victoria M. T.
    de Lamare, Rodrigo C.
    Flores, Andre R.
    Landau, Lukas T. N.
    2021 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), 2021, : 181 - 185