Variational Bayesian inference-based joint estimation method for underwater acoustic OFDM under impulsive interference

被引:0
|
作者
Ge, Wei [1 ,2 ,3 ,4 ]
Jiao, Huakun [1 ,2 ,3 ]
Tong, Wentao [1 ,2 ,3 ]
Sheng, Xueli [1 ,2 ,3 ]
Han, Xiao [1 ,2 ,3 ]
机构
[1] National Key Laboratory of Underwater Acoustic Technology, Harbin Engineering University, Harbin,150001, China
[2] Key Laboratory for Polar Acoustics and Application, Ministry of Education, Harbin Engineering University, Ministry of Education Harbin, 150001, China
[3] College of Underwater Acoustic Engineering, Harbin Engineering University, Harbin,150001, China
[4] State Key Laboratory of Acoustics, Institute of Acoustics, Chinese Academy of Sciences, Beijing,100190, China
来源
Shengxue Xuebao/Acta Acustica | 2024年 / 49卷 / 05期
关键词
Bayesian learning - Channel interferences - Estimation methods - Impulsive interference - Joint estimation - Orthogonal frequency-division multiplexing - Probability: distributions - Sparse bayesian - Sparse bayesian learning - Variational Bayesian inferences;
D O I
10.12395/0371-0025.2023097
中图分类号
学科分类号
摘要
引用
收藏
页码:1051 / 1060
相关论文
共 50 条
  • [31] Joint Bayesian Channel Estimation and Data Detection for Underwater Acoustic Communications
    Liang, Yaokun
    Yu, Hua
    Xu, Lijun
    Zhao, Hao
    Ji, Fei
    Yan, Shefeng
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (09) : 5868 - 5883
  • [32] A probability model with Variational Bayesian Inference for the complex interference suppression in the acoustic array measurement
    Wang, Ran
    Zhang, Yongli
    Yu, Liang
    Antoni, Jerome
    Leclere, Quentin
    Jiang, Weikang
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 191
  • [33] A Variational Inference-Based Detection Method for Repetition Coded Generalized Spatial Modulation
    Choi, Jinho
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (03) : 2569 - 2579
  • [34] Variational Bayesian Inference-Based Multiple Target Localization in WSNs With Quantized Received Signal Strength
    Qian, Peng
    Guo, Yan
    Li, Ning
    Yang, Sixing
    IEEE ACCESS, 2019, 7 : 60228 - 60241
  • [35] Deep Learning Based Impulsive Noise Mitigation for Underwater Acoustic OFDM Systems
    Xu, Shuoshuo
    Wan, Lei
    Chen, Yougan
    Cheng, En
    17TH ACM INTERNATIONAL CONFERENCE ON UNDERWATER NETWORKS & SYSTEMS, WUWNET 2023, 2024,
  • [36] Variational Bayesian inference-based polynomial chaos expansion: Application to time-variantreliability analysis
    Zhou, Yicheng
    Lu, Zhenzhou
    Shi, Yan
    Zhou, Changcong
    Yun, Wanying
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2022, 236 (06) : 1037 - 1056
  • [37] Prediction based sparse channel estimation for underwater acoustic OFDM
    Lin, Na
    Sun, Haixin
    Cheng, En
    Qi, Jie
    Kuai, Xiaoyan
    Yan, Jiaquan
    APPLIED ACOUSTICS, 2015, 96 : 94 - 100
  • [38] The Underwater Acoustic OFDM Channel Estimation Based On Wavelet and MMSE
    Ma, Xue-fei
    Zhao, Chun-hui
    Qiao, Gang
    2009 WRI INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND MOBILE COMPUTING: CMC 2009, VOL 2, 2009, : 573 - +
  • [39] An Approximate Message Passing Algorithm for Channel and Impulsive Noise Estimation in Underwater Acoustic OFDM Systems
    Wu, Shuyi
    Wang, Shuche
    He, Zhiqiang
    Niu, Kai
    Rong, Yue
    OCEANS 2019 - MARSEILLE, 2019,
  • [40] Channel estimation for underwater acoustic OFDM communications via temporal sparse Bayesian learning
    Feng, Xiao
    Wang, Junfeng
    Sun, Haixin
    Qi, Jie
    Qasem, Zeyad A. H.
    Cui, Yue
    SIGNAL PROCESSING, 2023, 207