Parameter estimation of fractional‐order Hammerstein state space system based on the extended Kalman filter

Summary This paper addresses the combined estimation issues of the parameters and states for fractional‐order Hammerstein state space systems with colored noises. An extended state estimator is derived by using the parameter estimates to replace the unknown system parameters in Kalman filter. The hi...

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Bibliographic Details

Published in:	International journal of adaptive control and signal processing Vol. 37; no. 7; pp. 1827 - 1846
Main Authors:	Bi, Yiqun, Ji, Yan
Format:	Journal Article
Language:	English
Published:	Bognor Regis Wiley Subscription Services, Inc 01.07.2023
Subjects:	Algorithms Extended Kalman filter extended Kalman filtering forgetting factor fractional‐order system hierarchical identification Parameter estimation Parameter identification State estimation stochastic gradient algorithm
ISSN:	0890-6327, 1099-1115
Online Access:	Get full text
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