Title :
Continuous-Discrete Time Observer Design for Lipschitz Systems With Sampled Measurements
Author :
Thach Ngoc Dinh ; Andrieu, Vincent ; Nadri, Madiha ; Serres, Ulysse
Author_Institution :
Lab. des Signaux et Syst., EPI INRIA DISCO, Gif-sur-Yvette, France
Abstract :
This technical note concerns observer design for Lipschitz nonlinear systems with sampled output. Using reachability analysis, an upper approximation of the attainable set is given. When this approximation is formulated in terms of a convex combination of linear mappings, a sufficient condition is given in terms of linear matrix inequalities (LMIs) which can be solved employing an LMIs solver. This novel approach seems to be an efficient tool to solve the problem of observer synthesis for a class of Lipschitz systems of small dimensions.
Keywords :
approximation theory; continuous time systems; control system synthesis; convex programming; discrete time systems; linear matrix inequalities; nonlinear control systems; observers; reachability analysis; LMI; Lipschitz nonlinear systems; continuous-discrete time observer design; convex combination; linear mappings; linear matrix inequalities; observer synthesis; reachability analysis; sampled measurement; sampled output; sufficient condition; upper approximation; Approximation methods; Equations; Linear matrix inequalities; Nonlinear systems; Observers; Time measurement; Vectors; Continuous discrete-time observers; Pontryagin Maximum Principle; linear matrix inequality (LMI); reachable sets;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2329211