Title :
Estimation using a new variable structure filter
Author :
Habibi, Saeid ; Burton, Richard ; Chinniah, Yuvin
Author_Institution :
Saskatchewan Univ., Saskatoon, Sask., Canada
Abstract :
This paper presents the application of a new strategy for estimation of state variables to a hydrostatic actuation system. The strategy may be applied to linear and nonlinear systems and is referred to as the variable structure filter and extended variable structure filter, respectively. The filter is considered for discrete-time systems subject to random disturbances and measurement noises. A proof of stability for the filter is provided. For stability, this filtering concept requires a specification of an upper bound for the random disturbances and measurement noise.
Keywords :
actuators; discrete time systems; filtering theory; nonlinear systems; stability; state estimation; variable structure systems; discrete-time systems; filtering; hydrostatic actuation system; linear systems; nonlinear systems; random disturbances; stability; state estimation; variable structure filter; variable structure systems; Aerodynamics; Covariance matrix; Electric variables control; Filtering; Noise measurement; Nonlinear filters; Sliding mode control; Stability; State estimation; Uncertainty;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1025238