Underwater Acoustic Channel Denoising Algorithm Based on Least Mean Square Algorithm

被引:0
|
作者
Cheng, Yuan [1 ]
Gao, Hui [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Software Engn, State Key Lab Networking & Switching Technol, Beijing, Peoples R China
关键词
D O I
10.1088/1755-1315/252/4/042091
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to decrease the high transmission error rate caused by background noise and impulse noise during underwater acoustic communication, this paper considers the influence of noise during the communication process based on the frequency division multiplexing system model. A filter is carried out to estimate the real-time noise, which is implemented by the least mean square error algorithm and is improved according to the characteristics of short duration and high energy of impulse noise. Finally, the effectiveness of the algorithm is verified by computer simulation.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Diffusion-Probabilistic Least Mean Square Algorithm
    Sihai Guan
    Chun Meng
    Bharat Biswal
    Circuits, Systems, and Signal Processing, 2021, 40 : 1295 - 1313
  • [42] Interference-normalized least mean square algorithm
    Valin, Jean-Marc
    Collings, Iain B.
    IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (12) : 988 - 991
  • [43] Logarithmic reweighting nonnegative least mean square algorithm
    Seyed Moslem Shokrolahi
    Mansour Nejati Jahromi
    Signal, Image and Video Processing, 2018, 12 : 51 - 57
  • [44] Constrained Least Mean Square Algorithm with Coefficient Reusing
    Nogueira Junior, Valmir S.
    Tcheou, Michel P.
    Dias, Mauricio H. C.
    Haddad, Diego B.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2021, 40 (11) : 5705 - 5717
  • [45] A Weighted Gaussian Kernel Least Mean Square Algorithm
    Moinuddin, Muhammad
    Zerguine, Azzedine
    Arif, Muhammad
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2023, 42 (09) : 5267 - 5288
  • [46] Kernel least mean square algorithm with constrained growth
    Pokharel, Puskal P.
    Liu, Weifeng
    Principe, Jose C.
    SIGNAL PROCESSING, 2009, 89 (03) : 257 - 265
  • [47] Constrained Least Mean Square Algorithm with Coefficient Reusing
    Valmir S. Nogueira Junior
    Michel P. Tcheou
    Maurício H. C. Dias
    Diego B. Haddad
    Circuits, Systems, and Signal Processing, 2021, 40 : 5705 - 5717
  • [48] Reweighted nonnegative least-mean-square algorithm
    Chen, Jie
    Richard, Cedric
    Bermudez, Jose Carlos M.
    SIGNAL PROCESSING, 2016, 128 : 131 - 141
  • [49] A theoretical result of least-mean-square algorithm
    Wu Xiaojun
    Wang Shitong
    Zheng Yujie
    Yu Dongjun
    Yang Jingyu
    2005 INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND TECHNOLOGY, PROCEEDINGS, 2005, : 333 - 337
  • [50] Kernel Least Mean Square Algorithm With Mixed Kernel
    Sun, Qitang
    Dang, Lujuan
    Wang, Wanli
    Wang, Shiyuan
    PROCEEDINGS OF 2018 TENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2018, : 140 - 144