DocumentCode
810264
Title
On the stability of receding horizon control with a general terminal cost
Author
Jadbabai, Ali ; Hauser, John
Author_Institution
Dept. of Electr., Univ. of Pennsylvania, Philadelphia, PA, USA
Volume
50
Issue
5
fYear
2005
fDate
5/1/2005 12:00:00 AM
Firstpage
674
Lastpage
678
Abstract
We study the stability and region of attraction properties of a family of receding horizon schemes for nonlinear systems. Using Dini´s theorem on the uniform convergence of functions, we show that there is always a finite horizon for which the corresponding receding horizon scheme is stabilizing without the use of a terminal cost or terminal constraints. After showing that optimal infinite horizon trajectories possess a uniform convergence property, we show that exponential stability may also be obtained with a sufficient horizon when an upper bound on the infinite horizon cost is used as terminal cost. Combining these important cases together with a sandwiching argument, we are able to conclude that exponential stability is obtained for input-constrained receding horizon schemes with a general nonnegative terminal cost for sufficiently long horizons. Region of attraction estimates are also included in each of the results.
Keywords
asymptotic stability; convergence; nonlinear control systems; predictive control; Dini theorem; exponential stability; general terminal cost; input-constrained receding horizon schemes; nonlinear systems; nonnegative terminal cost; optimal infinite horizon trajectories; receding horizon control stability; region of attraction; sandwiching argument; terminal constraints; uniform convergence; Convergence; Cost function; Infinite horizon; Linear systems; Lyapunov method; Nonlinear systems; Open loop systems; Optimal control; Stability; Upper bound; Model predictive control; nonlinear control design; optimal control; receding horizon control;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2005.846597
Filename
1431049
Link To Document