Design of multi innovation fractional LMS algorithm for parameter estimation of input nonlinear control autoregressive systems

The development of procedures based on fractional calculus is an emerging research area. This paper presents a new perspective regarding the fractional least mean square (FLMS) adaptive algorithm, called multi innovation FLMS (MIFLMS). We verify that the iterative parameter adaptation mechanism of t...

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Bibliographic Details
Main Author: Chaudhary, Naveed Ishtiaq (author)
Other Authors: Raja, Muhammad Asif Zahoor (author), He, Yigang (author), Khan, Zeshan Aslam (author), Machado, J. A. Tenreiro (author)
Format: article
Language:eng
Published: 2021
Subjects:
Fractional adaptive algorithms
Parameter estimation
Input nonlinear systems
Multi innovation theory
Online Access:http://hdl.handle.net/10400.22/18604
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/18604

Internet

http://hdl.handle.net/10400.22/18604

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