DocumentCode :
190729
Title :
Deductive control synthesis for alternating-time logics
Author :
Dimitrova, Rayna ; Majumdar, Rwitajit
fYear :
2014
fDate :
12-17 Oct. 2014
Firstpage :
1
Lastpage :
10
Abstract :
Algorithmic design of control laws for continuous systems for complex temporal specifications is a key step toward automatic synthesis of controllers for cyber-physical systems. Current approaches either abstract the dynamical system to a finite-state approximation or search for certificates that imply invariance or reachability properties (barriers and Lyapunov functions, respectively). The first approach is limited by an exponential blow-up in the abstraction process; the second in the properties that can be controlled for. We present a deductive proof system for the control of alternating-time temporal properties on continuous systems. We show that reasoning about temporal logic constraints in ATL*, an expressive branching-time logic that allows for quantification over control strategies, can be reduced effectively to reasoning about combinations of barrier certificates and Lyapunov functions. Our approach enables the application of existing constraint-based techniques for finding barriers and Lyapunov functions to the design of controllers for complex temporal properties, while sidestepping the exponential cost of computing finite-state abstractions.
Keywords :
Lyapunov methods; continuous systems; control system synthesis; finite state machines; inference mechanisms; reachability analysis; temporal logic; theorem proving; time-varying systems; ATL; Lyapunov functions; abstraction process; algorithmic control law design; alternating-time logics; alternating-time temporal property control; automatic controller synthesis; complex temporal properties; complex temporal specifications; constraint-based techniques; continuous systems; cyber-physical systems; deductive control synthesis; deductive proof system; dynamical system; expressive branching-time logic; finite-state abstractions; finite-state approximation; reachability properties; reasoning about temporal logic constraints; Automata; Cognition; Color; Continuous time systems; Lyapunov methods; Safety; Trajectory; Barrier certificates; Control synthesis; Deductive proof systems; Lyapunov functions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Embedded Software (EMSOFT), 2014 International Conference on
Conference_Location :
Jaypee Greens
Type :
conf
DOI :
10.1145/2656045.2656054
Filename :
6986122
Link To Document :
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