Consistent abstractions of affine control systems

被引:58
作者
Pappas, GJ [1 ]
Simic, S
机构
[1] Univ Penn, Dept Elect Engn, Philadelphia, PA 19104 USA
[2] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
基金
美国国家科学基金会; 美国国家航空航天局;
关键词
abstraction; affine control systems; hierarchies; local accessibility;
D O I
10.1109/TAC.2002.1000269
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider the problem of constructing abstractions of affine control systems that preserve reachability properties, and, in particular, local accessibility. In this framework, showing local accessibility of the higher level, abstracted model is equivalent to showing local accessibility of the, more detailed, lower level model. Given an affine control system and a smooth surjective map, we present a canonical construction for extracting an affine control system describing the trajectories of the abstracted variables. We then obtain conditions on the abstraction maps that render the original and abstracted system equivalent from a local accessibility point of view. Such consistent hierarchies of accessibility preserving abstractions of nonlinear control systems are then considered for various classes of affine control systems including linear, bilinear, drift free, and strict feedback systems.
引用
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页码:745 / 756
页数:12
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