Share on Facebook Tweet on Twitter Share on LinkedIn Share by email
A symbolic approach to controlling piecewise affine systems

Jana Tumova, Boyan Yordanov, Calin Belta, Ivana Cerna, and Jiri Barnat

Abstract

We present a computational framework for automatic synthesis of a feedback control strategy for a piecewise affine (PWA) system from a specification given as a Linear Temporal Logic (LTL) formula over an arbitrary set of linear predicates in its state variables. First, by defining partitions for its state and input spaces, we construct a finite abstraction of the PWA system in the form of a control transition system. Second, we develop an algorithm to generate a control strategy for the finite abstraction. While provably correct and robust to small perturbations in both state measurements and applied inputs, the overall procedure is conservative and expensive. The proposed algorithms have been implemented and are available for download. Illustrative examples are included

Details

Publication typeInproceedings
Published in49th IEEE Conference on Decision and Control (CDC)
URLpdf/cdc10b.pdf
Pages4230 -4235
> Publications > A symbolic approach to controlling piecewise affine systems