Multi-model approach for nonlinear system identification by EM algorithm

The problem of system identification for nonlinear system is studied in this paper by using EM algorithm, and a stochastic scheduling parameter which follows a Markov jump process is considered. First, multi-model approach is addressed to describe the nonlinear process, where each linear parameter s...

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Bibliographic Details
Main Authors: Wei, J., Yin, YanYan, Liu, F.
Format: Journal Article
Published: ICIC International 2017
Online Access:http://hdl.handle.net/20.500.11937/56861