Supervisory control of differentially flat systems based on abstraction
Author(s)
Colombo, Alessandro; Del Vecchio, Domitilla
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The limiting factor in most implementations of safety enforcing controllers is the model's complexity, and a common work-around includes the abstraction of the physical model, based on differential equations, to a finite symbolic model. We exploit the specific structure of a class of systems (the differentially flat systems) to perform the abstraction. The objective is to construct a supervisor enforcing a set of safety rules, while imposing as little constraints as possible on the system's functionality. An example - a collision avoidance algorithm for a fleet of vehicles converging to an intersection - is presented. Our approach improves on previous results by providing a deterministic symbolic model irrespective of the stability properties of a system, and by addressing explicitly the problem of enforcing safety.
Date issued
2011-12Department
Massachusetts Institute of Technology. Department of Mechanical EngineeringJournal
Proceedins of the 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), 2011
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Citation
Colombo, Alessandro, and Domitilla Del Vecchio. “Supervisory Control of Differentially Flat Systems Based on Abstraction.” IEEE, 2011. 6134–6139.
Version: Author's final manuscript
ISBN
978-1-61284-799-3
978-1-61284-800-6
ISSN
0743-1546