DocumentCode :
3164406
Title :
Scaling up controller synthesis for linear systems and safety specifications
Author :
Rungger, Matthias ; Mazo, Manuel ; Tabuada, Paulo
Author_Institution :
Electr. Eng. Dept., Univ. of California, Los Angeles, Los Angeles, CA, USA
fYear :
2012
fDate :
10-13 Dec. 2012
Firstpage :
7638
Lastpage :
7643
Abstract :
In this paper we revisit the problem of automatically synthesizing control software enforcing formal specifications given in temporal logic. Existing approaches to solve this problem rely on the explicit or implicit construction of finite abstractions of control systems. Unfortunately, the existing abstraction techniques do not scale beyond a small number of state variables. The objective of this paper is to scale up the construction of such abstractions by focusing on linear control systems and safety specifications. In this more restricted scenario the controller synthesis problem can be reduced to the computation of control invariant subsets. Hence, we focus on the control invariance problem and propose a computational technique exploiting controllability. We illustrate the proposed methods on several synthetic examples illustrating the computational limits of our algorithm.
Keywords :
control system analysis computing; controllability; discrete time systems; formal specification; linear systems; temporal logic; abstraction techniques; control invariance problem; control invariant subsets; controllability; discrete time controllable linear control systems; explicit construction; finite abstractions; formal specifications; implicit construction; safety specifications; scaling up controller synthesis; temporal logic; Approximation methods; Automata; Boolean functions; Controllability; Data structures; Linear systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
ISSN :
0743-1546
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
Type :
conf
DOI :
10.1109/CDC.2012.6426081
Filename :
6426081
Link To Document :
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