A New Robust Identification Algorithm for Hammerstein-Like System Using Identification Error Structure
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3158941
Abstract: A new robust identification algorithm is introduced in this study for a Hammerstein-like system based on identification error information. With the help of the half-substitution idea, the identification model is converted into a compact model… read more here.
Keywords: system; new robust; identification; robust identification ... See more keywords
Exponential Continuous Non-Parametric Neural Identifier With Predefined Convergence Velocity
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2022.105650
Abstract: This paper addresses the design of an exponential function-based learning law for artificial neural networks (ANNs) with continuous dynamics. The ANN structure is used to obtain a non-parametric model of systems with uncertainties, which are… read more here.
Keywords: exponential continuous; neural identifier; non parametric; convergence ... See more keywords