Extension of LMS stability condition over a wide set of signals

DOI10.1002/ACS.2500zbMath1330.93236OpenAlexW1958229367MaRDI QIDQ5743791

Dariusz Bismor

Publication date: 8 February 2016

Published in: International Journal of Adaptive Control and Signal Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/acs.2500

zbMATH Keywords

stabilitydiscrete-time systemsadaptive filteringleast mean squares (LMS) method

Mathematics Subject Classification ID

Discrete-time control/observation systems (93C55) Eigenvalue problems (93B60) Stochastic stability in control theory (93E15)

Related Items (2)

Nonlinear state-space predictive control with on-line linearisation and state estimation ⋮ Design and performance analysis of LMS algorithm based adaptive filter embedded with CFAR detector under non-homogeneous clutter scenarios

Cites Work

• Unnamed Item
• Steady-state analysis of the long LMS adaptive filter
• On the convergence of the LMS algorithm with a rank-deficient input autocorrelation matrix
• Convergence analysis of sparse LMS algorithms with \(l_{1}\)-norm penalty based on white input signal
• Matrix Analysis
• The behavior of LMS and NLMS algorithms in the presence of spherically invariant processes
• On the convergence behavior of the LMS and the normalized LMS algorithms
• A wave theory of long adaptive filters
• Stability and Convergence Analysis of Transform-Domain LMS Adaptive Filters With Second-Order Autoregressive Process

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