Simultaneous identification of unknown time delays and model parameters in uncertain dynamical systems with linear or nonlinear parameterization by autosynchronization
Simultaneous identification of unknown time delays and model parameters in uncertain dynamical systems with linear or nonlinear parameterization by autosynchronization作者机构:Shandong Provincial Key Laboratory of Computer NetworkShandong Computer Science Center
出 版 物:《Chinese Physics B》 (中国物理B(英文版))
年 卷 期:2013年第22卷第9期
页 面:190-196页
核心收录:
学科分类:0711[理学-系统科学] 07[理学] 08[工学] 070104[理学-应用数学] 070105[理学-运筹学与控制论] 081101[工学-控制理论与控制工程] 071101[理学-系统理论] 0811[工学-控制科学与工程] 0701[理学-数学]
基 金:supported by the National Science and Technology Major Project of the Ministry of Science and Technology of China (Grant No. 2011ZX03005-002) the Shandong Academy of Science Development Fund for Science and Technology, China the Pilot Project for Science and Technology in Shandong Academy of Science, China
主 题:autosynchronization parameter identification delay identification nonlinear parameterization
摘 要:In this paper, we propose a general method to simultaneously identify both unknown time delays and unknown model parameters in delayed dynamical systems based on the autosynchronization technique. The design procedure is presented in detail by constructing a specific Lyapunov function and linearizing the model function with nonlinear parameterization. The obtained result can be directly extended to the identification problem of linearly parameterized dynamical systems. Two Wpical numerical examples confirming the effectiveness of the identification method are given.