Title :
Lyapunov-based Model Predictive Control of Nonlinear Systems Subject to Data Losses
Author :
De la Peña, David Muñoz ; Christofides, Panagiotis D.
Author_Institution :
Univ. of California, Los Angeles
Abstract :
In this work, we focus on control of nonlinear systems subject to data losses. In order to regulate the state of the system towards an equilibrium point while minimizing a given performance index, we propose a Lyapunov-based model predictive controller which is designed taking data losses explicitly into account, both in the optimization problem formulation and in the controller implementation.
Keywords :
Lyapunov methods; nonlinear control systems; predictive control; Lyapunov-based model predictive controller; data loss; nonlinear system control; optimization problem formulation; performance index; Communication networks; Communication system control; Control systems; Nonlinear control systems; Nonlinear dynamical systems; Nonlinear systems; Predictive control; Predictive models; Robust control; Stability;
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.2007.4282574