Novel Least Mean Square Algorithm

被引：0
|
作者：
Krishna, B. T. [1 ]
机构：
[1] Jawaharlal Nehru Technol Univ Kakinada, Univ Coll Engn Vizianagaram, Dept Elect & Commun Engn, Vizianagaram 535003, Andhra Pradesh, India
来源：
2016 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS (ISPACS) | 2016年
关键词：
Digital differentiator; Adaptive Filters; Steepest Descent Algorithm; LMS algorithm; System Identification;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A Novel Least Mean Square(LMS) algorithm using First order Al-Alaoui differentiator is proposed. The condition for stability is also derived. The performance of the novel technique is compared with existing algorithms by taking an example. The results prove the efficacy of the proposed Algorithm.
引用
收藏
页码：153 / 156
页数：4
相关论文
共 50 条
  • [21] Interference-normalized least mean square algorithm
    Valin, Jean-Marc
    Collings, Iain B.
    IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (12) : 988 - 991
  • [22] Logarithmic reweighting nonnegative least mean square algorithm
    Seyed Moslem Shokrolahi
    Mansour Nejati Jahromi
    Signal, Image and Video Processing, 2018, 12 : 51 - 57
  • [23] 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
  • [24] A Weighted Gaussian Kernel Least Mean Square Algorithm
    Moinuddin, Muhammad
    Zerguine, Azzedine
    Arif, Muhammad
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2023, 42 (09) : 5267 - 5288
  • [25] Kernel least mean square algorithm with constrained growth
    Pokharel, Puskal P.
    Liu, Weifeng
    Principe, Jose C.
    SIGNAL PROCESSING, 2009, 89 (03) : 257 - 265
  • [26] 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
  • [27] Reweighted nonnegative least-mean-square algorithm
    Chen, Jie
    Richard, Cedric
    Bermudez, Jose Carlos M.
    SIGNAL PROCESSING, 2016, 128 : 131 - 141
  • [28] Adaptive Filtering based on Least Mean Square Algorithm
    Sireesha, N.
    Chithra, K.
    Sudhakar, Tata
    2013 OCEAN ELECTRONICS (SYMPOL), 2013, : 42 - 48
  • [29] 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
  • [30] 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
12345