A nonparametric variable step-size NLMS algorithm for transversal filters

DOI10.1016/J.AMC.2011.02.026zbMath1219.93129OpenAlexW2031389785MaRDI QIDQ531664

Xia Yu, Hong-Ru Li, Jian chang Liu

Publication date: 19 April 2011

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.amc.2011.02.026

zbMATH Keywords

system identificationnonparametricnormalized least-mean-square (NLMS)transversal filtersvariable step-size NLMS

Mathematics Subject Classification ID

Filtering in stochastic control theory (93E11) Discrete-time control/observation systems (93C55) Estimation and detection in stochastic control theory (93E10)

Related Items (3)

Nonparametric variable step-size LMAT algorithm ⋮ The variable step-size LMS/F algorithm using nonparametric method for adaptive system identification ⋮ Behavior of the LMS algorithm with hyperbolic secant cost

Cites Work

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• Variable Explicit Regularization in Affine Projection Algorithm: Robustness Issues and Optimal Choice

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