Title :
Barrier function based linear model predictive control with polytopic terminal sets
Author :
Feller, Christian ; Ebenbauer, Christian
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
Abstract :
We present a novel approach for the stabilizing design of barrier function based linear model predictive control schemes. In contrast to existing works, the approach is based on polytopic terminal sets and a smooth approximation of the corresponding Minkowski functional. We prove asymptotic stability of the closed-loop system and discuss potential advantages of the proposed design procedure. The results are illustrated by means of a numerical example.
Keywords :
approximation theory; asymptotic stability; closed loop systems; control system synthesis; linear systems; predictive control; set theory; Minkowski functional; asymptotic stability; barrier function; closed-loop system; linear model predictive control; polytopic terminal sets; smooth approximation; stabilizing design; Algorithm design and analysis; Approximation methods; Asymptotic stability; Closed loop systems; Cost function; Optimal control;
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.2014.7040438