A Recursive Least-Squares with a Time-Varying Regularization Parameter

A Recursive Least-Squares with a Time-Varying Regularization Parameter

Recursive least-squares (RLS) algorithms are widely used in many applications, such as real-time signal processing, control and communications. In some applications, regularization of the least-squares provides robustness and enhances performance. Interestingly, updating the regularization parameter...

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Bibliographic Details
Main Authors: Maaz Mahadi, Tarig Ballal, Muhammad Moinuddin, Ubaid M. Al-Saggaf
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
recursive least-squares (RLS)
tikhonov regularization
Taylor’s series
Online Access:https://www.mdpi.com/2076-3417/12/4/2077

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