Title :
ℋ∞ Filtering for Polynomial Systems Over Switching Delayed Observations
Author :
Hernandez-Gonzalez, M. ; Basin, Michael V. ; Loukianov, Alexander G.
Author_Institution :
Dept. of Phys. & Math. Sci., Autonomous Univ. of Nuevo Leon, San Nicolas de los Garza, Mexico
Abstract :
The problem of designing an ℋ∞ filter for a class of nonlinear polynomial systems over linear delayed observations is presented in this paper. Output observations may or may not experience sensor delay due to a random variable which is modelled as a Bernoulli distributed one which takes the quantities of zero and one. A closed form of this filter is obtained by expressing the conditional expectations of polynomial terms as functions of the estimate and the gain matrix. As a particular case, a third degree polynomial is considered to obtain the finite-dimensional filtering equations. Simulations results applied to an induction motor show the effectiveness of proposed filter.
Keywords :
H∞ filters; delays; induction motors; linear systems; machine control; nonlinear control systems; polynomials; time-varying systems; ℋ∞ filtering; Bernoulli distribution; finite-dimensional filtering equations; gain matrix; induction motor; linear delayed observations; nonlinear polynomial systems; switching delayed observations; Induction motors; Mathematical model; Polynomials; Random variables; Rotors; Stators; ℋ∞ filter; induction motor; polynomial system;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580301