Approximate simulation relations and finite abstractions of quantized control systems

  • Authors:
  • Paulo Tabuada

  • Affiliations:
  • Electrical Engineering Department, University of California at Los Angeles, Los Angeles, CA

  • Venue:
  • HSCC'07 Proceedings of the 10th international conference on Hybrid systems: computation and control
  • Year:
  • 2007

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Abstract

In this paper we revisit the construction of quantized models of control systems. Based on an approximate notion of simulation relation and under a stabilizability assumption we show how we can force a lattice structure on the reachable space of a quantized control system for any finite input quantization. When we are only interested in a compact subset of the state space, as is the case in concrete applications, our results immediately provide a finite model for the quantized control system.