Title :
Event-based controller design for a class of nolinear systems via convex optimization
Author :
Mousavi, Seyed Hossein ; Marquez, Horacio J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
In this paper, an event-based controller design scheme is proposed for a class of Lipschitz nonlinear systems. Using a delay system approach, the event-based system is modelled in a continuous time form. Then, the controller and event generator design methodology is formulated as a convex multi-objective optimization problem with LMI constraints, where the admissible Lipschitz constant of the system is maximized and data communication between plant and controller is minimized simultaneously. Finally, the proposed system is evaluated via simulations.
Keywords :
control system synthesis; delays; linear matrix inequalities; nonlinear control systems; optimisation; LMI constraints; Lipschitz nonlinear systems; admissible Lipschitz constant; continuous time form; convex multiobjective optimization problem; data communication; delay system approach; event generator design methodology; event-based controller design scheme; Asymptotic stability; Delay systems; Generators; Mathematical model; Nonlinear systems; Optimization; Stability analysis;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7039553