Title :
Stochastic event-based control and scheduling of large-scale networked control systems
Author :
Al-Areqi, Sanad ; Gorges, Daniel ; Liu, Siyuan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Kaiserslautern, Kaiserslautern, Germany
Abstract :
Using a multi-purpose communication network in large-scale control systems raises new opportunities and challenges. Among others, the challenges result mostly from variable communication delays, medium access constraints, and resource constraints. A design strategy which considers all of these challenges in one framework is of special importance. For this purpose, an event-based control and scheduling (EBCS) codesign strategy for large-scale networked control systems with all aforementioned challenges is proposed in this paper. The communication delay is represented as an uncertain variable belonging to a finite set of different bounded intervals where the transition between them is according to a stochastic process. The proposed EBCS strategy is formulated as an LMI optimization problem and evaluated for a simultaneous guidance of three mobile robots.
Keywords :
control system synthesis; delays; large-scale systems; linear matrix inequalities; networked control systems; optimisation; scheduling; stochastic systems; EBCS strategy; LMI optimization problem; communication delay; event-based control and scheduling codesign strategy; large-scale networked control systems; mobile robots simultaneous guidance; scheduling; stochastic event-based control; uncertain variable; Communication networks; Cost function; Delays; Mobile robots; Stochastic processes; Switches;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862283