DocumentCode :
3601710
Title :
Bounded Model Checking of Hybrid Systems for Control
Author :
YoungMin Kwon ; Eunhee Kim
Author_Institution :
Microsoft Corp., Redmond, WA, USA
Volume :
60
Issue :
11
fYear :
2015
Firstpage :
2961
Lastpage :
2976
Abstract :
A bounded LTL model checking algorithm to check the properties of hybrid systems is presented. The proposed algorithm can also be applied to control systems as counterexamples of a negated goal contain information to achieve the original goal. This approach is different than existing abstraction-based techniques. While many of the latter approaches build a control strategy after partitioning a state space, the proposed approach constructs a necessary set of constraints and computes a possibly optimal control input on the fly. The bounded LTL semantics of this paper is more expressive than those of bounded reachability: in addition to the finite computation paths that the reachability checkers can handle, the proposed algorithm can check infinite paths ending with a loop. Furthermore, the LTL operators provide a convenient and expressive way of writing complicated specifications.
Keywords :
control engineering computing; formal verification; optimal control; reachability analysis; state-space methods; abstraction-based techniques; bounded LTL model checking algorithm; bounded LTL semantics; bounded reachability; control strategy; hybrid systems; optimal control; state space partitioning; Automata; Drugs; Equations; Mathematical model; Model checking; Switches; Trajectory; Automatic Control; Automatic control; Hybrid System; LTLC; Linear Temporal Logic for Control; Model Checking; Predictive Control; hybrid system; linear temporal logic for control (LTLC); model checking; predictive control;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2015.2417839
Filename :
7072485
Link To Document :
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