A Novel NLMS Algorithm for System Identification

A Novel NLMS Algorithm for System Identification

In this paper, we propose a novel normalized least mean squares (NLMS) algorithm for system identification applications. Our approach involves analyzing the mean squared deviation performance of the NLMS algorithm using a random walk model to select two optimal parameters, the step size and regulari...

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Bibliographic Details
Main Authors: Jinwoo Yoo, Bum Yong Park, Won Il Lee, JaeWook Shin
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Electronics
Subjects:
adaptive filter
normalized least mean squares
system identification
parameter estimation
Online Access:https://www.mdpi.com/2079-9292/12/14/3159

Internet

https://www.mdpi.com/2079-9292/12/14/3159

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