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Capture basin approximation using interval analysis

Authors :
Laurent Hardouin
Mehdi Lhommeau
Luc Jaulin
Laboratoire d'Ingéniérie des Systèmes Automatisés (LISA)
Centre National de la Recherche Scientifique (CNRS)-Université d'Angers (UA)
Extraction et Exploitation de l'Information en Environnements Incertains (E3I2)
École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)
Source :
International Journal of Adaptive Control and Signal Processing, International Journal of Adaptive Control and Signal Processing, Wiley, 2011, 25 (3), pp.264-272. ⟨10.1002/acs.1195⟩
Publication Year :
2011
Publisher :
HAL CCSD, 2011.

Abstract

WOS; International audience; This paper proposes a new approach for computing the capture basin C of a target T. The capture basin corresponds to the set of initial state vectors such that the target could be reached in finite time via an appropriate control input, before possibly leaving the target. Whereas classical capture basin characterization does not provide any guarantee on the set of state vectors that belong to the capture basin, interval analysis and guaranteed numerical integration allow us to avoid any indetermination. We present an algorithm that is able to provide guaranteed approximation of the inner C− and the outer C+ of the capture basin, such that C−⊆C⊂C+. In order to illustrate the principle and the efficiency of the approach, a testcase on the 'car on the hill' problem is provided.

Details

Language :
English
ISSN :
08906327 and 10991115
Database :
OpenAIRE
Journal :
International Journal of Adaptive Control and Signal Processing, International Journal of Adaptive Control and Signal Processing, Wiley, 2011, 25 (3), pp.264-272. ⟨10.1002/acs.1195⟩
Accession number :
edsair.doi.dedup.....3cc04d622e50c1d6242a1273a570c11e
Full Text :
https://doi.org/10.1002/acs.1195⟩