CSI feedback algorithm based on deep unfolding for massive MIMO systems

被引：0
|
作者：
Liao, Yong [1 ]
Cheng, Gang [1 ]
Li, Yujie [1 ]
机构：
[1] School of Microelectronics and Communication Engineering, Chongqing University, Chongqing,400044, China
来源：
Tongxin Xuebao/Journal on Communications | 2022年 / 43卷 / 12期
关键词：
Engineering Village;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Approximate message passing - Channel state information feedbacks - Convolutional networks - Deep learning - Deep unfolding - Feedback algorithms - Learnable parameter - Message-passing - Threshold functions - Unfoldings
引用
收藏
页码：77 / 88
相关论文
共 50 条
  • [1] Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems
    Cao, Zheng
    Guo, Jiajia
    Wen, Chao-Kai
    Jin, Shi
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2023, 12 (02) : 371 - 375
  • [2] CSI Feedback Based on Deep Learning for Massive MIMO Systems
    Liao, Yong
    Yao, Haimei
    Hua, Yuanxiao
    Li, Chunguo
    [J]. IEEE ACCESS, 2019, 7 : 86810 - 86820
  • [3] Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
    Zeng, Jun
    Sun, Jinlong
    Gui, Guan
    Adebisi, Bamidele
    Ohtsuki, Tomoaki
    Gacanin, Haris
    Sari, Hikmet
    [J]. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2021, 7 (04) : 1253 - 1265
  • [4] A Novel Deep Learning based CSI Feedback Approach for Massive MIMO Systems
    Li, Lun
    Wu, Hao
    Xiao, Huahua
    Liu, Lei
    Lu, Zhaohua
    Yu, Guanghui
    [J]. 2022 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING, IWCMC, 2022, : 56 - 60
  • [5] Deep Learning based CSI Reconstruction with Limited Feedback for Massive MIMO Systems
    Wang, Xin
    Hou, Xiaolin
    Chen, Lan
    Kishiyama, Yoshihisa
    Asai, Takahiro
    [J]. 13TH INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND UBIQUITOUS NETWORK (ICMU2021), 2021,
  • [6] Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems
    Guo, Jiajia
    Wen, Chao-Kai
    Jin, Shi
    Li, Geoffrey Ye
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (12) : 8017 - 8045
  • [7] CSI Feedback Method Based on Deep Learning for FDD Massive MIMO Systems
    Liao Y.
    Yao H.-M.
    Hua Y.-X.
    Zhao Y.
    [J]. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2020, 48 (06): : 1182 - 1189
  • [8] Deep Autoencoder Based CSI Feedback With Feedback Errors and Feedback Delay in FDD Massive MIMO Systems
    Jang, Youngrok
    Kong, Gyuyeol
    Jung, Minchae
    Choi, Sooyong
    Kim, Il-Min
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (03) : 833 - 836
  • [9] Deep Learning-Based Massive MIMO CSI Feedback
    Li, Jialing
    Zhang, Qi
    Xin, Xiangjun
    Tao, Ying
    Tian, Qinghua
    Tian, Feng
    Chen, Dong
    Shen, Yufei
    Cao, Guixing
    Gao, Zihe
    Qian, Jinxi
    [J]. 2019 18TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN), 2019,
  • [10] Deep Learning for Massive MIMO CSI Feedback
    Wen, Chao-Kai
    Shih, Wan-Ting
    Jin, Shi
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2018, 7 (05) : 748 - 751
12345