A novel LMS algorithm with double fractional order

DOI10.1007/S00034-022-02192-3zbMath1510.94070MaRDI QIDQ6044410

Haozhe Zhang, Li-Po Mo

Publication date: 19 May 2023

Published in: Circuits, Systems, and Signal Processing (Search for Journal in Brave)

zbMATH Keywords

LMS algorithmconvergence speedfractional order differencefractional order gradientsteady-state noise

Mathematics Subject Classification ID

Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (1)

Filtering-based gradient joint identification algorithms for nonlinear fractional-order models with colored noises

Cites Work

• Fractional-order systems and controls. Fundamentals and applications
• Design of fractional-order variants of complex LMS and NLMS algorithms for adaptive channel equalization
• Finite-time stability for a class of fractional-order fuzzy neural networks with proportional delay
• An innovative fractional order LMS algorithm for power signal parameter estimation
• Generalization of the gradient method with fractional order gradient direction
• A variable step-size strategy based on error function for sparse system identification
• A semigroup-like property for discrete Mittag-Leffler functions
• An approach based on Haar wavelet for the approximation of fractional calculus with application to initial and boundary value problems

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