Joint Multi-innovation Recursive Extended Least Squares Parameter and State Estimation for a Class of State-space Systems
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-019-0053-1
Abstract: The relationship between the parameters and the states of state-space systems is nonlinear, which makes the identification problems of state-space systems complicated. This paper considers the joint parameter and state estimation issues for a class… read more here.
Keywords: state; least squares; state space; recursive extended ... See more keywords
Parametric output-only identification of time-varying structures using a kernel recursive extended least squares TARMA approach
Sign Up to like & getrecommendations! Published in 2018 at "Mechanical Systems and Signal Processing"
DOI: 10.1016/j.ymssp.2017.05.013
Abstract: Abstract The problem of parametric output-only identification of time-varying structures in a recursive manner is considered. A kernelized time-dependent autoregressive moving average (TARMA) model is proposed by expanding the time-varying model parameters onto the basis… read more here.
Keywords: time varying; kernel recursive; time; extended least ... See more keywords