TY - JOUR
T1 - Verification of bounded discrete horizon hybrid automata
AU - Vladimerou, Vladimeros
AU - Prabhakar, Pavithra
AU - Viswanathan, Mahesh
AU - Dullerud, Geir
N1 - Funding Information:
Manuscript received July 15, 2010; revised May 22, 2011 and October 22, 2011; accepted November 17, 2011. Date of publication December 07, 2011; date of current version May 23, 2012. This work was supported in part by the Air Force Office of Scientific Research (AFOSR) under Grant FA9550-09-1-0221 and in part by the National Science Foundation (NSF) under Grant 0729500. Recommended by Associate Editor H. Marchand.
PY - 2012
Y1 - 2012
N2 - We consider the class of o-minimally definable hybrid automata with a bounded discrete-transition horizon. We show that for every hybrid automata in this class, there exists a bisimulation of finite index, and that the bisimulation quotient can be effectively constructed when the underlying o-minimal theory is decidable. More importantly, we give natural specifications for hybrid automata which ensure the boundedness of discrete-transition horizons. In addition, we show that these specifications are reasonably tight with respect to the decidability of the models and that they can model modern day real-time and embedded systems. As a result, the analysis of several problems for these systems admit effective algorithms. We provide a representative example of a hybrid automaton in this class. Unlike previously examined subclasses of o-minimally defined hybrid automata with decidable verification properties and extended o-minimal hybrid automata, we do not impose re-initialization of the continuous variables in a memoryless fashion when a discrete transition is taken. Our class of hybrid systems has both rich continuous dynamics and strong discrete-continuous coupling, showing that it is not necessary to either simplify the continuous dynamics or restrict the discrete dynamics to achieve decidability.
AB - We consider the class of o-minimally definable hybrid automata with a bounded discrete-transition horizon. We show that for every hybrid automata in this class, there exists a bisimulation of finite index, and that the bisimulation quotient can be effectively constructed when the underlying o-minimal theory is decidable. More importantly, we give natural specifications for hybrid automata which ensure the boundedness of discrete-transition horizons. In addition, we show that these specifications are reasonably tight with respect to the decidability of the models and that they can model modern day real-time and embedded systems. As a result, the analysis of several problems for these systems admit effective algorithms. We provide a representative example of a hybrid automaton in this class. Unlike previously examined subclasses of o-minimally defined hybrid automata with decidable verification properties and extended o-minimal hybrid automata, we do not impose re-initialization of the continuous variables in a memoryless fashion when a discrete transition is taken. Our class of hybrid systems has both rich continuous dynamics and strong discrete-continuous coupling, showing that it is not necessary to either simplify the continuous dynamics or restrict the discrete dynamics to achieve decidability.
KW - Cyber physical systems
KW - hybrid automata
KW - o-minimality
KW - verification
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U2 - 10.1109/TAC.2011.2178319
DO - 10.1109/TAC.2011.2178319
M3 - Article
AN - SCOPUS:84861740571
SN - 0018-9286
VL - 57
SP - 1445
EP - 1455
JO - IEEE Transactions on Automatic Control
JF - IEEE Transactions on Automatic Control
IS - 6
M1 - 6096371
ER -