Skip to main content

Autonomous navigation in natural environments

  • Section 8 Mobile Robots
  • Conference paper
  • First Online:
Experimental Robotics III

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 200))

Abstract

This paper presents the approach, algorithms and processes we developed to perform autonomous navigation in a natural environment. After a description of the global approach, we discuss the characteristics of natural environment representations. Then the perception functions for terrain mapping and robot localization, as well as motion planning are described. Navigation strategies for selecting perception tasks and subgoals for motion planning are proposed. The current state of integration in the experimental test bed EDEN is finally presented. Results from this experiment illustrate the approach troughout the paper.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. T. Kanade. Panel discussion: Possibilities in alv research. In IEEE International Conference on Robotics and Automation, San Francisco (USA), April 1986.

    Google Scholar 

  2. Charles Thorpe, Martial H. Hebert, Takeo Kanade, and Steven A. Shafer. Vision and navigation for the Carnegie-Mellon navlab. IEEE Transaction on Pattern Analysis and Machine Intelligence, 10(3), May 1988.

    Google Scholar 

  3. C.R. Weisbin, M. Montenerlo, and W. Whittaker. Evolving Directions in NASA's Planetary Rover Requirements end Technology, chapter 4. Centre National d'Etudes Spatiales, France, Sept 1992.

    Google Scholar 

  4. B. Wilcox and D. Gennery. A mars rover for the 1990's. Journal of the British Interplanetary Society, 40:484–488, 1987.

    Google Scholar 

  5. E. Krotkov, J. Bares, T. Kanade, T. Mitchell, R. Simmons, and R. Whittaker. Ambler: A six-legged planetary rover. In '91 International Conference on Advanced Robotics (ICAR), Pisa (Italy), pages 717–722, June 1991.

    Google Scholar 

  6. E. Schalit. Arcane: Towards autonomous navigation on rough terrains. In IEEE International Conference on Robotics and Automation, Nice, (France), page 2568 2575, 1992.

    Google Scholar 

  7. R. Chatila, B. Dacre-Wright, M. Devy, P. Fillatreau., S. Lacroix, F. Nashashibi, P. Pignin, T. Siméon. Genération des déplacements autonomes. In Projet I. Ares, Rapport de Recherche LAAS no. 93-272, July 1993.

    Google Scholar 

  8. T. Siméon and B. Dacre Wright. A Practical Motion Planner for All-terrain Mobile Robots. In IEEE International Workshop on Intelligent Robots and Systems (IROS '93) Japan, July 1993.

    Google Scholar 

  9. Z. Zhang. Recalage 3D. Programme VAP: Rapport final de phase 5, Institut National de Recherche en Informatique et en Automatique — Sophia Antipolis, 1992.

    Google Scholar 

  10. P. Fillatreau and M. Devy. Localization of an autonomous mobile robot from 3d depth images using heterogeneous features. In IEEE International Workshop on Intelligent Robots and Systems (IROS '93), Yokohama, Japan), July 1993.

    Google Scholar 

  11. B. Dacre Wright. Planification de trajectoires pour un robot mobile sur terrain accidenté. These de Doctorat de l'Ecole Nationale Supérieure des Télécommunications (Paris), L.A.A.S., Oct. 1993.

    Google Scholar 

  12. J. Barraquand and J.-C. Latombe. Robot motion planning: A distributed representation approach. In International Journal of Robotics Research, 1991.

    Google Scholar 

  13. R. Chatila, R. Alami, B. Degallaix, and H. Laruelle. Integrated planning and execution control of autonomous robot actions. In IEEE International Conference on Robotics and Automation, Nice, (France), 1992.

    Google Scholar 

  14. R. Alami, R. Chatila, and B. Espiau. Designing an intelligent control architecture for autonomous robots. In '93 ICAR, Tokyo, Japan, Nov. 1993.

    Google Scholar 

  15. G. Giralt, R. Chatila, and R. Alami. Remote intervention, robot autonomy, and teleprogramming: Generic concepts and real-world application cases. In '93 IROS, Yokohama, Japan, July 1993.

    Google Scholar 

  16. M.P. Georgeff and F. F. Ingrand. Decision-Making in an Embedded Reasoning System. In 11th International Joint Conference on Artificial Intelligence (IJCAI), Detroit, Michigan (USA), 1989.

    Google Scholar 

  17. F. Nashashibi, M. Devy, and P. Fillatreau. Indoor Scene Terrain Modeling using Multiple Range Images for Autonomous Mobile Robots. In IEEE International Conference on Robotics and Automation, Nice, (France), pages 40–46, May 1992.

    Google Scholar 

  18. R. Chatila and R. Ferraz De Camargo. Open architecture design and intertask/intermodule communication for an autonomous mobile robot. In IEEE International Workshop On Intelligent Robots and Systems, Tsuchiura, Japan, July 1990.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Tsuneo Yoshikawa (PhD)Fumio Miyazaki (PhD)

Rights and permissions

Reprints and permissions

Copyright information

© 1994 Springer-Verlag London Limited

About this paper

Cite this paper

Chatila, R., Fleury, S., Herrb, M., Lacroix, S., Proust, C. (1994). Autonomous navigation in natural environments. In: Yoshikawa, T., Miyazaki, F. (eds) Experimental Robotics III. Lecture Notes in Control and Information Sciences, vol 200. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0027612

Download citation

  • DOI: https://doi.org/10.1007/BFb0027612

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-19905-2

  • Online ISBN: 978-3-540-39355-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics