Set membership localization of mobile robots via angle measurements

Citation
A. Garulli et A. Vicino, Set membership localization of mobile robots via angle measurements, IEEE ROBOT, 17(4), 2001, pp. 450-463
Citations number
28
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION
ISSN journal
1042296X → ACNP
Volume
17
Issue
4
Year of publication
2001
Pages
450 - 463
Database
ISI
SICI code
1042-296X(200108)17:4<450:SMLOMR>2.0.ZU;2-6
Abstract
This paper addresses the localization problem for a mobile robot navigating in an unstructured outdoor environment. A new technique is introduced, for computing an estimate of the position of the robot and the related uncerta inty region, in the presence of visual angle measurements affected by bound ed errors. The proposed set membership estimation procedure exploits the st ructure of the static set estimator, to solve recursively the dynamic local ization problem.