Mobile Robot Navigation Under Pose Uncertainty in Unknown Environments

Ioannis Arvanitakis, Anthony Tzes, Konstantinos Giannousakis

    Research output: Contribution to journalArticlepeer-review

    8 Citations (Scopus)
    65 Downloads (Pure)

    Abstract

    The navigation of a mobile robot under uncertainty in its pose information in an unknown environment is the subject of this paper. The mobile robot is equipped with a limited-field of view limited-range finder and a magnetometer to infer its orientation. The target location is known, while the robot’s localization suffers from measurement errors. The uncertainty is taken into consideration by calculation of the Guaranteed Visibility and Guaranteed Sensed Area, where safe navigation can be assumed regardless of the measurement error. A switching objective function initially guarantees the exploration towards the target area and afterwards safely guides the robot towards it. Simulation results that prove the efficiency of the proposed scheme are presented.

    Original languageEnglish
    Pages (from-to)12710 - 12714
    Number of pages5
    JournalIFAC-PapersOnLine
    Volume50
    Issue number1
    DOIs
    Publication statusPublished - Jul 2017
    EventThe 20th World Congress of the International Federation of Automatic Control - Toulouse, France
    Duration: 9 Jul 201714 Jul 2017
    https://www.ifac2017.org/

    Bibliographical note

    Copyright © and Moral Rights are retained by the author(s) and/ or other copyright owners. A copy can be downloaded for personal non-commercial research or study, without prior permission or charge. This item cannot be reproduced or quoted extensively from without first obtaining permission in writing from the copyright holder(s). The content must not be changed in any way or sold commercially in any format or medium without the formal permission of the copyright holders.

    Keywords

    • Mobile robots
    • Pose sensing
    • Autonomous robotic systems
    • Guidance navigation
    • Control
    • Intelligent robotics

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