Title :
State estimation and output feedback stabilization of a class of upper-triangular systems using a homogeneous observer
Author :
Weisong Tian ; Chunjiang Qian ; Ruting Jia ; Wei Lin
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
fDate :
June 30 2010-July 2 2010
Abstract :
This paper considers the problem of state estimation and output feedback control of a class of upper-triangular systems with unmeasurable states. Due to the presence of the high-order nonlinearities, most of the existing state estimation methods can only yield local results. In this paper, we will show that the newly developed homogeneous observers can be used to estimate the states of some nonlinear systems in larger regions than a small neighborhood of the origin. When the initial error is small, we can design an asymptotically convergent high-order observer for the upper-triangular system. The observer is also combined with the output feedback controller and Least Square Estimation method to stabilize the upper-triangular systems.
Keywords :
control system synthesis; estimation theory; feedback; least mean squares methods; nonlinear control systems; stability; state estimation; high-order nonlinearities; homogeneous observer; least square estimation method; output feedback control; output feedback stabilization; state estimation; upper-triangular system; Computer science; Control systems; Design methodology; Feedforward systems; Least squares approximation; Nonlinear systems; Observers; Output feedback; State estimation; State feedback;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530723