Back to Search Start Over

Using interval methods in the context of robust localization of underwater robots

Authors :
Jan Sliwka
Luc Jaulin
Fabrice Le Bars
Olivier Reynet
Billon-Coat, Annick
Extraction et Exploitation de l'Information en Environnements Incertains (E3I2)
École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)
Source :
NAFIPS'11, NAFIPS'11, Mar 2011, El Paso, Texas, United States, HAL
Publication Year :
2011
Publisher :
HAL CCSD, 2011.

Abstract

International audience; In this paper we will apply interval methods to solve the problem of robust localization of an underwater robot. The localization problem is cast into a constraint satisfaction problem (CSP) where constraint propagation algorithms are particularly efficient. The method is designed to work in real environments with numerous outliers. Besides, we used a new approach to represent the map by a binary image. This allow us to represent even unstructured maps. We tested the algorithm on a real data set gathered by an underwater robot in a marina located in Costa Brava.

Details

Language :
English
Database :
OpenAIRE
Journal :
NAFIPS'11, NAFIPS'11, Mar 2011, El Paso, Texas, United States, HAL
Accession number :
edsair.doi.dedup.....a1abafdb65f32f999a73c8a7c995cc49