Title :
Constant gain observer for continuous-discrete time uniformly observable systems
Author :
Hammouri, Hassan ; Nadri, Madiha ; Mota, Rafael
Author_Institution :
Lab. d´´Automatique et de Genie des Procedes, Univ. Claude Bernard Lyon I, Villeurbanne
Abstract :
For many physical processes, and in particular, chemical engineering processes, output measurements are discrete in time. Continuous-discrete observers combine a continuous time dynamical model with discrete time output measurements to estimate the unknown state or/and parameters. In this paper, we synthesized a new high gain continuous-discrete time observer based on the observability canonical form. Contrarily to Extended Kalman techniques, the gain of this observer is a constant one and its calculation is based on a discrete stationary Lyapunov equation. Simulation results related to an academic biotechnological process are given in order to illustrate the performances of the proposed estimators
Keywords :
Lyapunov matrix equations; chemical engineering; continuous time systems; discrete time systems; observability; observers; chemical engineering process; continuous time dynamical system; discrete stationary Lyapunov equation; discrete time output measurement; discrete time system; extended Kalman technique; gain observer; parameter estimation; state estimation; uniformly observable systems; Control systems; Kalman filters; Observability; Observers; Particle measurements; Riccati equations; Sampling methods; State estimation; Symmetric matrices; Time measurement;
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
DOI :
10.1109/CDC.2006.377828