Stability analysis of adaptive filters with regression vector nonlinearities

DOI10.1016/J.SIGPRO.2011.03.018zbMath1217.93169OpenAlexW2125081705MaRDI QIDQ553782

Hernan Rey, Jacob Benesty, Leonardo Rey Vega

Publication date: 27 July 2011

Published in: Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.sigpro.2011.03.018

zbMATH Keywords

mean-square stabilityadaptive filtersmean stabilitystep-size parameter

Mathematics Subject Classification ID

Filtering in stochastic control theory (93E11) Adaptive control/observation systems (93C40)

Cites Work

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• Basic properties of strong mixing conditions. A survey and some open questions
• Matrix Analysis
• A useful theorem for nonlinear devices having Gaussian inputs
• A representation theorem and its applications to spherically-invariant random processes
• Exact Performance Analysis of the $\epsilon$-NLMS Algorithm for Colored Circular Gaussian Inputs
• Order of N complexity transform domain adaptive filters

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