Complexity of control-affine motion planning

F. Jean, D. Prandi

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper we study the complexity of the motion planning problem for controlaffine systems. Such complexities are already defined and rather well understood in the particular case of nonholonomic (or sub-Riemannian) systems. Our aim is to generalize these notions and results to systems with a drift. Accordingly, we present various definitions of complexity, as functions of the curve that is approximated, and of the precision of the approximation. Due to the lack of timerescaling invariance of these systems, we consider geometric and parametrized curves separately. Then, we give some asymptotic estimates for these quantities. As a byproduct, we are able to treat the long time local controllability problem, giving quantitative estimates on the cost of stabilizing the system near a nonequilibrium point of the drift.

Original languageEnglish
Pages (from-to)816-844
Number of pages29
JournalSIAM Journal on Control and Optimization
Volume53
Issue number2
DOIs
Publication statusPublished - 1 Jan 2015

Keywords

  • Complexity
  • Control-affine systems
  • Motion planning
  • Sub-Riemannian geometry

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