Title :
Dissipative Proportional Integral Observer for a Class of Uncertain Nonlinear Systems
Author :
Jung, Jongchul ; Huh, Kunsoo ; Shim, Taehyun
Author_Institution :
Hanyang Univ., Seoul
Abstract :
This paper proposes a dissipative proportional integral state observer for a class of uncertain nonlinear systems with sector-bounded nonlinearity. The L 2 gain between disturbances and weighted estimation errors is adopted as the supply rate in the dissipativity framework, which guarantees the boundedness of state estimation errors. This estimator also includes an integral feedback loop on the output estimation error to improve steady-state estimation performance. In order to determine the optimal observer gains, the L 2 gain minimization problem is formulated into a convex optimization problem subject to a linear matrix inequality. In addition, the concept of the exponential dissipativity is introduced to address the strict dissipativity in the observer structure.
Keywords :
PI control; control nonlinearities; linear matrix inequalities; minimisation; nonlinear control systems; observers; optimal control; uncertain systems; convex optimization problem; dissipative proportional integral observer; dissipativity framework; exponential dissipativity; gain minimization problem; linear matrix inequality; optimal observer gains; output estimation error; sector-bounded nonlinearity; state estimation errors; steady-state estimation performance; uncertain nonlinear systems; weighted estimation errors; Asymptotic stability; Estimation error; Feedback loop; Linear matrix inequalities; Linear systems; Nonlinear systems; Observers; Robust stability; State estimation; Steady-state;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282495