Title :
Passivity based stabilization of nonlinear 2D systems with application to iterative learning control
Author :
Emelianova, Julia ; Pakshin, Pavel ; Galkowski, Krzysztof ; Rogers, Eric
Author_Institution :
Arzamas Polytech. Inst., R.E. Alekseev Nizhny Novgorod State Tech. Univ., Arzamas, Russia
Abstract :
The paper considers nonlinear discrete-time repetitive processes using the state-space model setting. A form of passivity, termed G-passivity, is introduced and used, together with a vector storage function, to develop a new design for output feedback based control to guarantee exponential stability of the controlled system. An extension to repetitive processes with possible failures, modeled by finite state Markov chain, is also given. Finally, these new results are applied to iterative learning control design in the presence of sensor failures.
Keywords :
Markov processes; asymptotic stability; feedback; iterative methods; learning systems; nonlinear control systems; state-space methods; G-passivity; discrete-time repetitive process; exponential stability; finite state Markov chain; iterative learning control; nonlinear 2D system; output feedback; passivity based stabilization; state-space model; vector storage function; Control systems; Control theory; Markov processes; Process control; Stability; State-space methods; Vectors;
Conference_Titel :
Intelligent Control (ISIC), 2014 IEEE International Symposium on
Conference_Location :
Juan Les Pins
DOI :
10.1109/ISIC.2014.6967603