Title :
Abstraction Refinement for Stability
Author :
Duggirala, Parasara Sridhar ; Mitra, Sayan
Author_Institution :
Coordinated Sci. Lab., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
The paper presents a CEGAR-based procedure for verifying stability (region stabillity) of CPS modeled as hybrid automata. It relies a characterization of the blocking property of hybrid automata in terms of well-foundedness of a relation that combines the discrete transitions and continuous trajectories and a key assumption about the switching speed of the system in terms of average dwell time, but does not require the individual modes to be stable. This characterization enables the adaptation of program analysis techniques in the domain of hybrid systems. It is shown that the procedure is complete for rectangular initialized hybrid automata. Several illustrative examples are verified using a prototype tool that implements the methodology.
Keywords :
automata theory; program diagnostics; refinement calculus; average dwell time; continuous trajectories; counterexample-guided abstraction refinement procedure; discrete transitions; hybrid automata; program analysis techniques; prototype tool; stability verification; Asymptotic stability; Automata; Cost accounting; Lyapunov methods; Safety; Stability analysis; Trajectory; Cyber-Physical Systems; Hybrid Systems; Region Stability; Stability; Termination; Well-Founded Relations;
Conference_Titel :
Cyber-Physical Systems (ICCPS), 2011 IEEE/ACM International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-61284-640-8
DOI :
10.1109/ICCPS.2011.24