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
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