Recursive parameter identification of the dynamical models for bilinear state space systems
Sign Up to like & getrecommendations! Published in 2017 at "Nonlinear Dynamics"
DOI: 10.1007/s11071-017-3594-y
Abstract: This paper investigates the recursive parameter and state estimation algorithms for a special class of nonlinear systems (i.e., bilinear state space systems). A state observer-based stochastic gradient (O-SG) algorithm is presented for the bilinear state… read more here.
Keywords: state; recursive parameter; state space; bilinear state ... See more keywords
Recursive parameter estimation for Hammerstein-Wiener systems using modified EKF algorithm.
Sign Up to like & getrecommendations! Published in 2017 at "ISA transactions"
DOI: 10.1016/j.isatra.2017.05.012
Abstract: This paper focuses on the recursive parameter estimation for the single input single output Hammerstein-Wiener system model, and the study is then extended to a rarely mentioned multiple input single output Hammerstein-Wiener system. Inspired by… read more here.
Keywords: parameter estimation; parameter; recursive parameter; hammerstein wiener ... See more keywords