Hidden Markov Model Decorrelated Diffusion Leaky LMS With Optimized Leaky Factor

In this paper, two basic novel modifications of Diffusion Leaky Least Mean Square (DL-LMS) algorithm are proposed. First, the optimized leaky factor is obtained in closed form using the minimum disturbance principle, thanks to quadratic form of disturbance. Then, a low complexity decorrelated versio...

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Bibliographic Details
Main Authors: Hadi Zayyani, Mohammad Salman, Mehdi Korki, Ahmed A. F. Youssef
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10464311/