Title :
Fuzzy-model-based H∞ performance analysis of nonlinear packetized networked control systems
Author :
Tong Lin ; Bin Tang ; Defeng He ; Yun Zhang
Author_Institution :
Sch. of Autom., Guangdong Univ. of Technol., Guangzhou, China
Abstract :
This paper is concerned with fuzzy-model-based H∞ performance analysis of nonlinear packetized networked control systems (NCSs) with time-varying transmission delays and transmission intervals based on a random-delay approach. The real-time distribution of input delays resulting from transmission delays and intervals is taken into account and modeled as a dependent and nonidentically distributed process. A randomly switched Takagi-Sugeno (T-S) fuzzy system with multiple input-delay subsystems is proposed to model the nonlinear packetized NCSs. Based on an improved Lyapunov-Krasovskii method, which appropriately exploits the real-time distribution of input delays in estimating cross-product integral terms as well as the characteristics of T-S fuzzy model, new delay-distribution-dependent sufficient conditions are derived for the deterministic H∞ performance of the overall systems. Numerical examples are presented to substantiate the effectiveness and advantage of our results.
Keywords :
H∞ control; Lyapunov methods; delays; fuzzy control; networked control systems; nonlinear control systems; time-varying systems; T-S fuzzy model; cross-product integral terms; delay-distribution-dependent sufficient conditions; fuzzy-model-based H∞ performance analysis; improved Lyapunov-Krasovskii method; multiple input-delay subsystems; nonidentically distributed process; nonlinear packetized NCS; nonlinear packetized networked control systems; random-delay approach; randomly switched Takagi-Sugeno fuzzy system; real-time input delays distribution; time-varying transmission delays; transmission intervals; Delays; Networked control systems; Numerical models; Performance analysis; Real-time systems; Switches; Networked control system; Takagi-Sugeno fuzzy model; packetized; random-delay approach;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2014 11th World Congress on
DOI :
10.1109/WCICA.2014.7053039