DocumentCode
62171
Title
Symbolic Representation and Computation of Timed Discrete-Event Systems
Author
Miremadi, Sajed ; Fei, Zhennan ; Akesson, Knut ; Lennartson, Bengt
Author_Institution
Dept. of Signals & Syst., Autom. Res. Group, Chalmers Univ. of Technol., Gothenburg, Sweden
Volume
11
Issue
1
fYear
2014
fDate
Jan. 2014
Firstpage
6
Lastpage
19
Abstract
In this paper, we symbolically represent timed discrete-event systems (TDES), which can be used to efficiently compute the supervisor in the supervisory control theory context. We model a TDES based on timed extended finite automata (TEFAs): an augmentation of extended finite automata (EFAs) by incorporating discrete time into the model. EFAs are ordinary automata extended with discrete variables, where conditional expressions and update functions can be attached to the transitions. The symbolic computations are based on binary decision diagrams (BDDs). We show how TEFAs can be represented by BDDs. The main feature of this approach is that the BDD-based fixed point computations are not based on tick models that have been commonly used in this area, leading to better performance in many cases. The approach has been implemented and applied to a simple case study and several large-scale benchmarks.
Keywords
binary decision diagrams; discrete event systems; finite automata; symbol manipulation; BDD-based fixed point computations; TDES; TEFA; binary decision diagrams; conditional expressions; discrete variables; supervisory control theory; symbolic computations; symbolic representation; tick models; timed discrete-event systems; timed extended finite automata; update functions; Automata; Boolean functions; Clocks; Computational modeling; Data structures; Semantics; Supervisory control; Binary decision diagrams (BDD); extended finite automata (EFA); supervisory control theory (SCT); timed discrete-event systems (TDES);
fLanguage
English
Journal_Title
Automation Science and Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1545-5955
Type
jour
DOI
10.1109/TASE.2013.2282895
Filename
6644325
Link To Document