Low-complexity switching controllers for safety using symbolic models

Antoine Girard 1
Abstract : In this paper, we consider the problem of synthesizing low-complexity safety controllers for incrementally stable switched systems. For that purpose, we establish a new approximation result for the computation of symbolic models that are approximately bisimilar to a given switched system. The main advantage over existing results is that it allows us to design quantized switching controllers for safety specifications; these can be computed offline and therefore the online execution time is greatly reduced. Then, we present a technique to reduce the memory needed to store the control law by borrowing ideas from algebraic decision diagrams for compact function representation and by exploiting the non-determinism inherent to safety controllers. We show the merits of our approach by applying it to a simple model of temperature regulation in a building.
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Conference papers
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https://hal.archives-ouvertes.fr/hal-00769673
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Submitted on : Wednesday, January 2, 2013 - 11:34:24 PM
Last modification on : Thursday, July 4, 2019 - 9:54:02 AM

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Antoine Girard. Low-complexity switching controllers for safety using symbolic models. 4th IFAC Conference on Analysis and Design of Hybrid Systems, Jun 2012, Eindhoven, Netherlands. pp.82-87, ⟨10.3182/20120606-3-NL-3011.00014⟩. ⟨hal-00769673⟩

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