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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Detalhes bibliográficos
Autor principal: Chaudhary, Naveed Ishtiaq (author)
Outros Autores: Raja, Muhammad Asif Zahoor (author), He, Yigang (author), Khan, Zeshan Aslam (author), Machado, J. A. Tenreiro (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Fractional adaptive algorithms
Parameter estimation
Input nonlinear systems
Multi innovation theory
Texto completo:http://hdl.handle.net/10400.22/18604
País:Portugal
Oai:oai:recipp.ipp.pt:10400.22/18604

Texto Completo

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

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