Guaranteed mobile robot tracking using interval analysis

Abstract : The problem considered here is state estimation in the presence of bounded process and measurement noise. A new nonlinear state estimator, based on interval analysis and the notion of set inversion, is applied to robot localization and tracking. This estimator evaluates a set guaranteed to contain all values of the state that are consistent with the available observations, given the noise bounds and some possibility very large set containing the initial value of the state. Three situations are considered to illustrate the properties of the estimator.
Type de document :
Communication dans un congrès
MISC'99, Workshop on Application of Interval Analysis to System and Control, Feb 1999, Girona, Spain. pp.347-360, 1999
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https://hal.archives-ouvertes.fr/hal-00844601
Contributeur : Marie-Françoise Gerard <>
Soumis le : lundi 15 juillet 2013 - 15:44:13
Dernière modification le : vendredi 7 décembre 2018 - 01:48:12
Document(s) archivé(s) le : mercredi 16 octobre 2013 - 04:17:49

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robtrack_LISA1999.pdf
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  • HAL Id : hal-00844601, version 1

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Michel Kieffer, Luc Jaulin, Eric Walter, Dominique Meizel. Guaranteed mobile robot tracking using interval analysis. MISC'99, Workshop on Application of Interval Analysis to System and Control, Feb 1999, Girona, Spain. pp.347-360, 1999. 〈hal-00844601〉

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