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A method of mobile robot localisation by fusion of odometric and magnetometric data

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Abstract

This paper presents the dead reckoning localisation technique of the robot ROMANE (“Robot Mobile Autonome de Navigation en Extérieur”) which is conceived to move outdoors on level roads without traffic. Vehicle localisation with incremental shaft encoders on the wheels is improved by integration of a magnetic compass into the robot system. Fusion of odometric and magnetometric data by Kalman filtering increases the accuracy of the estimated robot heading. Consequently the uncertainty of the vehicle position is reduced. To evaluate our localisation method we present some experimental results of trajectory estimations.

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References

  1. F. Chenavier and J. L. Crowley, Position estimation for a mobile robot using vision and odometry, inProceedings of the 1992 IEEE International Conference on Robotics and Automation, pp. 2588–2592, May 1992.

  2. P. Moutarlier and R. Chatila, An experimental system for incremental environment modelling by an autonomous mobile robot, inExperimental Robotics I, The First International Symposium, Montreal, pp. 327–346, 19–21 June 1989.

  3. I. J. Cox, Blanche: position estimation for an autonomous robot vehicle, inProceedings of the IEEE/RSJ International Workshop on Robots and Systems (IROS 1989), Tuksuba, Japan, pp. 432–439, 4–6 September 1989.

  4. Y. Bar-Shalom and T. E. Fortmann,Tracking and Data Association, Academic Press, Orlando, 1988.

    Google Scholar 

  5. A. Gelb,Applied Optimal Estimation, MIT Press, Cambridge, MA, 1986.

    Google Scholar 

  6. C. M. Wang, Location estimation and uncertainty analysis for mobile robots, inProceedings of the 1988 International Conference on Robotics and Automation, Philadelphia, Pennsylvania, pp. 1230–1235, 24–29 April, 1988.

  7. E. Rößger and R. Bernotat, Erarbeitung der physikalisch-meßtechnischen Grundlagen für eine Kompensationsmethode an Erdfelddetektoren in magnetkompaßgestützten Navigationsanlagen in Großflugzeugen,Forschungsbericht des Landes Nordrhein-Westfalen, no. 1268. Westdeutscher Verlag. Köln, Opladen, 1964.

    Google Scholar 

  8. M. Giguet,Navigation aèrienne—Connaissances de base, Blondel la Rougery, Paris, vol. 1, pp. 165–292, 1952.

    Google Scholar 

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von der Hardt, HJ., Arnould, P., Wolf, D. et al. A method of mobile robot localisation by fusion of odometric and magnetometric data. Int J Adv Manuf Technol 9, 65–69 (1994). https://doi.org/10.1007/BF01792869

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  • DOI: https://doi.org/10.1007/BF01792869

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