Adaptive Pattern-Coupled Sparse Bayesian Learning for Channel Estimation in OTFS Systems

被引:0
|
作者
Chen, Zhuo [1 ,2 ]
Niu, Xiaoming [1 ,2 ,3 ]
Ding, Jian [3 ]
Wu, Hong [1 ,2 ,4 ]
Liu, Zhiyang [1 ,2 ]
机构
[1] Nankai University, College of Electronic Information and Optical Engineering, Tianjin,300350, China
[2] Nankai University, Tianjin Key Laboratory of Optoelectronic Sensor and Sensing Network Technology, Tianjin,300350, China
[3] China Research Institute of Radiowave Propagation, National Key Laboratory of Electromagnetic Environment, Qingdao,266107, China
[4] Nankai University, Engineering Research Center of Thin Film Optoelectronics Technology,Ministry of Education, Tianjin,300350, China
关键词
D O I
10.1109/LSP.2024.3477254
中图分类号
学科分类号
摘要
Expectation maximization algorithm
引用
收藏
页码:2895 / 2899
相关论文
共 50 条
  • [1] Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals
    Fang, Jun
    Shen, Yanning
    Li, Hongbin
    Wang, Pu
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (02) : 360 - 372
  • [2] Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals
    Shen, Yanning
    Duan, Huiping
    Fang, Jun
    Li, Hongbin
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [3] Alternative to Extended Block Sparse Bayesian Learning and Its Relation to Pattern-Coupled Sparse Bayesian Learning
    Wang, Lu
    Zhao, Lifan
    Rahardja, Susanto
    Bi, Guoan
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2018, 66 (10) : 2759 - 2771
  • [4] Off-Grid Channel Estimation With Sparse Bayesian Learning for OTFS Systems
    Wei, Zhiqiang
    Yuan, Weijie
    Li, Shuangyang
    Yuan, Jinhong
    Ng, Derrick Wing Kwan
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 21 (09) : 7407 - 7426
  • [5] Pattern-Coupled Sparse Bayesian Learning for Inverse Synthetic Aperture Radar Imaging
    Duan, Huiping
    Zhang, Lizao
    Fang, Jun
    Huang, Lei
    Li, Hongbin
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (11) : 1995 - 1999
  • [6] Coupled Prior-Based Sparse Bayesian Channel Estimation for Superimposed Pilot OTFS Systems
    Sheikh, Mudasir Ahmad
    Rajoriya, Anupama
    Singh, Prem
    Budhiraja, Rohit
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 4044 - 4049
  • [7] Sparse Bayesian Learning Approach for OTFS Channel Estimation with Fractional Doppler
    Zhang Y.
    Zhang Q.
    He C.
    Jing L.
    Zheng T.
    Yuen C.
    IEEE Transactions on Vehicular Technology, 2024, 73 (11) : 1 - 15
  • [8] A New Off-grid Channel Estimation Method with Sparse Bayesian Learning for OTFS Systems
    Wei, Zhiqiang
    Yuan, Weijie
    Lit, Shuangyang
    Yuant, Jinhong
    Ngt, Derrick Wing Kwan
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [9] Block Sparse Bayesian Learning-Based Channel Estimation for MIMO-OTFS Systems
    Zhao, Lei
    Yang, Jei
    Liu, Yueliang
    Guo, Wenbin
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (04) : 892 - 896
  • [10] Room Impulse Response Reconstruction Using Pattern-Coupled Sparse Bayesian Learning With Spherical Waves
    Feng, Xuelei
    Cheng, Jiazheng
    Chen, Simiao
    Shen, Yong
    IEEE SIGNAL PROCESSING LETTERS, 2024, 31 : 1925 - 1929