A novel variable step-size LMS algorithm for decentralized incremental distributed networks

DOI10.1007/s00034-023-02426-yMaRDI QIDQ6652313

Syed Safi Uddin Qadri, Muhammad Omer Bin Saeed, Muhammad Shoaib Arif

Publication date: 12 December 2024

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

zbMATH Keywords

variable step-sizetheoretical analysisincremental algorithmmean squared deviationleast mean square algorithmquotient form

Mathematics Subject Classification ID

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

Cites Work

• Performance analysis of quantized incremental LMS algorithm for distributed adaptive estimation
• Variable step-size LMS algorithm with a quotient form
• A noise-constrained algorithm for estimation over distributed networks
• A variable step size LMS algorithm
• Incremental Adaptive Strategies Over Distributed Networks
• Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis
• A Variable Step-Size Diffusion LMS Algorithm for Distributed Estimation
• Robust Distributed Estimation by Networked Agents
• Adaptive Diffusion Schemes for Heterogeneous Networks
• Efficient time-varying \(q\)-parameter design for \(q\)-incremental least mean square algorithm with noisy links
• Diffusion quantum-least mean square algorithm with steady-state analysis

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