On the stability of receding horizon control with a general terminal cost

被引:147
作者
Jadbabaie, A [1 ]
Hauser, J
机构
[1] Univ Penn, Dept Elect & Syst Engn, Philadelphia, PA 19104 USA
[2] Univ Penn, Grasp Lab, Philadelphia, PA 19104 USA
[3] Univ Colorado, Dept Elect & Comp Engn, Boulder, CO 80309 USA
[4] Univ Colorado, Dept Aerosp Engn, Boulder, CO 80309 USA
基金
美国国家科学基金会;
关键词
model predictive control; nonlinear control design; optimal control; receding horizon control;
D O I
10.1109/TAC.2005.846597
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:674 / 678
页数:5
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