Design of performance robustness for uncertain nonlinear time-delay systems via neural network

作     者：Luan Xiaoli Liu Fei 

作者机构：Inst. of Automations Southern Yangtze Univ. Wuxi 214122 P. R. China 

基　　金：This project was supported by the National Natural Science Foundation of China (60574001) Program for New Century Excellent Talents in University (NCET-05-0485) 

出 版 物：《Journal of Systems Engineering and Electronics》 (系统工程与电子技术（英文版）)

年 卷 期：2007年第18卷第4期

页      码：852-857,884页

摘      要：Performance robustness problems via the state feedback controller are investigated for a class of uncertain nonlinear systems with time-delay in both state and control, in which the neural networks are used to model the nonlinearities. By using an appropriate uncertainty description and the linear difference inclusion technique, sufficient conditions for existence of such controller are derived based on the linear matrix inequalities （LMIs）. Using solutions of LMIs, a state feedback control law is proposed to stabilize the perturbed system and guarantee an upper bound of system performance, which is applicable to arbitrary time-delays.

主 题 词：nonlinear system time-delay uncertainties neural network linear matrix inequality 

学科分类：0711[理学-心理学类] 12[管理学] 1201[管理学-管理科学与工程类] 07[理学] 081104[081104] 08[工学] 0835[0835] 0811[工学-水利类] 071102[071102] 081103[081103] 0812[工学-测绘类] 

核心收录：

D　O　I：10.1016/S1004-4132(08)60031-6

馆 藏 号：203400096...