Normalized SPSA for Hammerstein model identification of twin rotor and electro-mechanical positioning systems

Normalized SPSA for Hammerstein model identification of twin rotor and electro-mechanical positioning systems

A wide range of optimization methodologies have been introduced for identifying Hammerstein model systems, but existing approaches often face challenges such as convergence instability, computational inefficiency, and over-parameterization. These issues necessitate research into fast, stable, and pr...

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Bibliographic Details
Main Authors: Nik Mohd Zaitul Akmal, Mustapha, Mohd Ashraf, Ahmad
Format: Article
Language:en
Published: KeAi Communications Co. 2025
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/44534/1/Normalized%20SPSA%20for%20Hammerstein%20model%20identification%20of%20twin%20rotor%20and%20electro-mechanical%20positioning%20systems.pdf
http://umpir.ump.edu.my/id/eprint/44534/
https://doi.org/10.1016/j.ijcce.2025.04.004
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http://umpir.ump.edu.my/id/eprint/44534/1/Normalized%20SPSA%20for%20Hammerstein%20model%20identification%20of%20twin%20rotor%20and%20electro-mechanical%20positioning%20systems.pdf
http://umpir.ump.edu.my/id/eprint/44534/
https://doi.org/10.1016/j.ijcce.2025.04.004

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