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Behavior of the LMS algorithm with hyperbolic secant cost

  • Published:2020-02 Issue:3 Volume:357 Page:1943-1960
  • ISSN:0016-0032
  • Container-title:Journal of the Franklin Institute
  • language:en
  • Short-container-title:Journal of the Franklin Institute

Author:

Lu LuORCID,Chen LihuiORCID,Zheng ZongshengORCID,Yu YiORCID,Yang XiaominORCID

Funder

China Postdoctoral Science Foundation

China Scholarship Council

Publisher

Elsevier BV

Subject

Applied Mathematics,Computer Networks and Communications,Signal Processing,Control and Systems Engineering

Reference35 articles.

1. Recursive Geman–McClure estimator for implementing second-order Volterra filter;Lu;IEEE Trans. Circuits Syst. II,2019

2. Stochastic analysis of soft limiters in the LMS algorithm for stationary white Gaussian inputs – a unified theory;Bershad;Signal Process.,2018

3. DCD-based recursive adaptive algorithms robust against impulsive noise;Yu;IEEE Trans. Circuits Syst. II,2019

4. A nonparametric variable step-size NLMS algorithm for transversal filters;Liu;Appl. Math. Comput.,2011

5. The convex variable step-size (CVSS) algorithm;Rusu;IEEE Signal Process. Lett.,2000

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5. A Sparse Aware Arctangent Framework Based LHCAF Algorithm for System Identification;2023 International Conference on Communication, Circuits, and Systems (IC3S);2023-05-26
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