Title :
Disturbance attenuation controller design by Markov parameters
Author :
Furuta, Katsuhisa ; Wongsaisuwan, Manop ; Umeki, Shinichi ; Hamada, Junichi
Author_Institution :
Dept. of Mech. & Environ. Inf., Tokyo Inst. of Technol., Japan
Abstract :
This paper proposes to design a dynamic controller, which minimizes a class of conflicting quadratic performance indices, by using only the unit-pulse response of the plant. The method does not employ any parametric models such as transfer functions or state-space equations and, hence, shows how to design a controller directly from the input-output data of the plant. We begin by showing how to estimate the unit-pulse response of the system and the statistical data of the noise from the measured unit-pulse responses corrupted by system and measurement noises. With these informations, we design a conflicting-objective compensator which minimizes a given quadratic cost function. A numerical result that helps validate the efficiency of the method is also included
Keywords :
Markov processes; Toeplitz matrices; compensation; control system synthesis; discrete time systems; optimal control; parameter estimation; performance index; state feedback; transient response; Markov parameters; Toeplitz matrix; conflicting-objective compensator; discrete time systems; disturbance attenuation controller; dynamic controller; input-output data; optimal control; parameter estimation; performance indices; quadratic cost function; state feedback; unit-pulse response; Attenuation; Control system synthesis; Informatics; Measurement units; Noise measurement; Optimal control; Parametric statistics; Pulse measurements; Transfer functions; Uncertainty;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.478594