A novel optimization algorithm for MIMO Hammerstein model identification under heavy-tailed noise.
Sign Up to like & getrecommendations! Published in 2018 at "ISA transactions"
DOI: 10.1016/j.isatra.2017.10.001
Abstract: In this paper, we study the system identification of multi-input multi-output (MIMO) Hammerstein processes under the typical heavy-tailed noise. To the best of our knowledge, there is no general analytical method to solve this identification… read more here.
Keywords: algorithm; heavy tailed; optimization; hammerstein ... See more keywords
Integrated Modeling and Adaptive Parameter Estimation for Hammerstein Systems With Asymmetric Dead-Zone
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3183343
Abstract: The Hammerstein model has been successfully used to model various industrial systems, while the parameter estimation of such a model is difficult. In this article, a novel adaptive parameter estimation scheme is proposed for the… read more here.
Keywords: dead zone; parameter estimation; model; estimation ... See more keywords
Adaptive Hammerstein Filtering via Recursive Non-Convex Projection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3180195
Abstract: Hammerstein model with a static nonlinearity followed by a linear filter is commonly used in numerous applications. This paper focuses on adaptive filtering techniques for parameter identification of Hammerstein systems and output prediction of nonlinear… read more here.
Keywords: recursive non; non convex; rncpls algorithm; hammerstein ... See more keywords
Rational Type Inequality with Applications to Voltera–Hammerstein Nonlinear Integral Equations
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Nonlinear Sciences and Numerical Simulation"
DOI: 10.1515/ijnsns-2018-0367
Abstract: Abstract The aim of this work is to establish fixed point theorems under rational type contractions in the framework of complex-valued metric spaces. These theorems extend and generalize some prominent results in the present literature.… read more here.
Keywords: inequality applications; type inequality; hammerstein; integral equations ... See more keywords