Abstract
This paper presents an experimented approach to autonomous robot navigation in an unknown natural environment. The approach involves several levels of reasoning, several environment representations, and three different motion modes. We focus on the “navigation level” of the whole system, which is in charge of reaching a distant goal by selecting sub-goals to reach, motion modes to apply, and perception tasks to execute for this purpose. We present how a terrain model dedicated to the navigation process is built on the 3D data acquired by the robot, and we describe an approach to tackle the difficult problem of planning perception and motion tasks. Experimental results on a realistic test site are presented and discussed.
Currently on a post-doc funded by INRIA at the Centre for Intelligent Machines, McGill University, Montréal (simon@cim.mcgill.ca)
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C. Thorpe, M. Hebert, T. Kanade, and S. Shafer. Toward autonomous driving: the cmu navlab. part i: Perception. IEEE Expert, 6(4), August 1991.
C.R. Weisbin, M. Montenerlo, and W. Whittaker. Evolving directions in nasa's planetary rover requirements end technology. In Missions, Technologies and Design of Planetary Mobile Vehicules. Centre National d'Etudes Spatiales, France, Sept 1992.
B. Wilcox and D. Gennery. A mars rover for the 1990's. Journal of the British Interplanetary Society, 40:484–488, 1987.
E. Krotkov, M. Hebert, M. Buffa, F. Cozman, and L. Robert. Stereo friving and position estimation for autonomous planetary rovers. In IARP 2nd Workshop on Robotics in Space, Montreal, Canada, 1994.
M. Hebert. Pixel-based range processing for autonomous driving. In IEEE International Conference on Robotics and Automation, San Diego, California, 1994.
G. Giralt, R. Chatila, and R. Alami. Remote intervention, robot autonomy and teleprogramming: generic concepts and real-world application cases. In IEEE International Conference on Intelligent Robots and Systems, Yokohama (Japan), July 1993.
S. Lacroix, R. Chatila, S. Fleury, M. Herrb, and T. Simeon. Autonomous navigation in outdoor environment: Adaptative approach and experiment. In IEEE International Conference on Robotics and Automation, San Diego, California, 1994.
R. Chatila, S. Fleury, M. Herrb, S. Lacroix, and C. Proust. Autonmous navigation in natural environment. In Third International Symposium on Experimental Robotics, Kyoto (Japan), October 1993.
T. Simeon and B. Dacre-Wright. A practical motion planner for all-terrain mobile robots. In IEEE International Conference on Intelligent Robots and Systems, Yokohama (Japan), July 1993.
F. Nashashibi, P. Fillatreau, B. Dacre-Wright, and T. Simeon. 3d autonomous navigation in a natural environment. In IEEE International Conference on Robotics and Automation, San Diego (USA), May 1994.
S. Betge-Brezetz, R. Chatila, and M. Devy. Natural scene understanding for mobile robot navigation. In IEEE International Conference on Robotics and Automation, San Diego (USA), May 1994.
P. Fillatreau, M. Devy, and R. Prajoux. Modelling of unstructured terrain and feature extraction using b-spline surfaces. In International Conference on Advanced Robotics, Tokyo (Japan), November 1993.
S. Lacroix, P. Phillatreau, F. Nashashibi, R. Chatila, and M. Devy. Perception for autonomous navigation in a natural environment. In Workshop on Computer Vision for Space Applications, Antibes, France, Sept. 1993.
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© 1997 Springer-Verlag London Limited
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Lacroix, S., Chatila, R. (1997). Motion and perception strategies for outdoor mobile robot navigation in unknown environments. In: Khatib, O., Salisbury, J.K. (eds) Experimental Robotics IV. Lecture Notes in Control and Information Sciences, vol 223. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0035243
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DOI: https://doi.org/10.1007/BFb0035243
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