Parameter estimation for block‐oriented nonlinear systems using the key term separation

• Published in: International journal of robust and nonlinear control Vol. 30; no. 9; pp. 3727 - 3752
• Main Authors: Ji, Yan, Zhang, Chen, Kang, Zhen, Yu, Tao
• Format: Journal Article
• Language: English
• Published: Bognor Regis Wiley Subscription Services, Inc 01.06.2020
• Subjects: Algorithms; Computer simulation; hierarchical identification; Iterative methods; key term separation; Mathematical models; Monte Carlo simulation; multiinnovation theory; nonlinear system; Nonlinear systems; Parameter estimation; Separation; System effectiveness

Summary This article considers the parameter estimation problems of block‐oriented nonlinear systems. By using the key term separation, the system output is represented as a linear combination of unknown parameters. We give a key term separation auxiliary model gradient‐based iterative (KT‐AM‐GI) id...