Decomposition‐based multiinnovation gradient identification algorithms for a special bilinear system based on its input‐output representation

• Published in: International journal of robust and nonlinear control Vol. 30; no. 9; pp. 3607 - 3623
• Main Authors: Wang, Longjin, Ji, Yan, Yang, Hualin, Xu, Ling
• Format: Journal Article
• Language: English
• Published: Bognor Regis Wiley Subscription Services, Inc 01.06.2020
• Subjects: Algorithms; bilinear system; Computer simulation; Decomposition; hierarchical identification; Identification; multiinnovation; Parameter estimation; Parameter identification; Representations; State variable; stochastic gradient

Summary This article considers the parameter estimation for a special bilinear system with colored noise. Its input‐output representation is derived by eliminating the state variables in the bilinear system. Based on the input‐output representation of the bilinear system, a multiinnovation generaliz...