DocumentCode
3165896
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
fYear
2007
fDate
9-13 July 2007
Firstpage
1735
Lastpage
1740
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2007. ACC '07
Conference_Location
New York, NY
ISSN
0743-1619
Print_ISBN
1-4244-0988-8
Electronic_ISBN
0743-1619
Type
conf
DOI
10.1109/ACC.2007.4282574
Filename
4282574
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