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Experimental Results for Over-the-Horizon Planetary Exploration Using a LIDAR Sensor

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Experimental Robotics

Part of the book series: Springer Tracts in Advanced Robotics ((STAR,volume 54))

Summary

In this paper we present the experimental results validating the approach for autonomous planetary exploration developed by the Canadian Space Agency (CSA). The goal of this work is to autonomously navigate to remote locations, well beyond the sensing horizon of the rover, with minimal interaction with a human operator. We employ LIDAR range sensors due to their accuracy, long range and robustness in the harsh lighting conditions of space. Irregular triangular meshes (ITM) are used for representing the environment providing an accurate yet compact spatial representation. In this paper after a brief overview of the proposed approach, we discuss the terrain modelling used. A variety of experiments performed in CSA’s Mars emulation terrain that validate our approach are also presented.

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References

  1. Kitware inc. visualization toolkits (accessed: September 2005) (2005), http://www.vtk.org

  2. Alena, R., Gilbaugh, B., Glass, B., Braham, S.P.: Communication system architecture for planetary exploration. IEEE Aerospace and Electronic Systems Magazine 16(11), 4–11 (2001)

    Article  Google Scholar 

  3. Bares, J., Hebert, M., Kanade, T., Krotkov, E., Mitchell, T., Simmons, R., Whittaker, W.L.: Ambler: An autonomous rover for planetary exploration. IEEE Computer 22(6), 18–26 (1989)

    Google Scholar 

  4. Biesiadecki, J., Leger, C., Maimone, M.: Tradeoffs between directed and autonomous on the mars exploration rovers. In: Procs. of Int. Symposium of Robotics Research, San Francisco (2005)

    Google Scholar 

  5. Delaunay, B.: Sur la sphère vide. Izvestia Akademii Nauk SSSR, Otdelenie Matematicheskikh i Estestvennykh Nauk 7, 793–800 (1934)

    Google Scholar 

  6. Kelly, A., et al.: Toward reliable off-road autonomous vehicles operating in challenging environments. The Int. Journal of Robotics Research 25(5-6), 449–483 (2006)

    Article  Google Scholar 

  7. Wettergreen, D., et al.: Second experiments in the robotic investigation of life in the atacama desert of chile. In: 8th Int. Symposium on Artificial Intelligence, Robotics and Automation in Space (September 2005)

    Google Scholar 

  8. Fowler, R.J., Little, J.J.: Automatic extraction of irregular network digital terrain models. In: SIGGRAPH 1979: Procs. of the 6th annual conference on Computer graphics & interactive techniques, pp. 199–207 (1979)

    Google Scholar 

  9. Gaines, D.M., Estlin, T., Chouinard, C.: Spatial coverage planning and optimization for a planetary exploration rover. In: 5th Int. Workshop on Planning and Scheduling for Space (2003)

    Google Scholar 

  10. Giralt, G., Boissier, L.: The french planetary rover vap: Concept and current developments. In: Procs. of the 1992 lEEE/RSJ Int. Conf. on Intelligent Robots and Systems, vol. 2, pp. 1391–1398 (1992)

    Google Scholar 

  11. Goldberg, S.B., Maimone, M.W., Matthies, L.: Stereo vision and rover navigation software for planetary exploration. In: IEEE Aerospace conference proceedings, Big Sky, MT, USA, vol. 5, pp. 2025–2036 (March 2002)

    Google Scholar 

  12. Hebert, M., Caillas, C., Krotkov, E., Kweon, I., Kanade, T.: Terrain mapping for a roving planetary explorer. In: Proc. of the IEEE Int. Conf. on Robotics and Automation, vol. 2, pp. 997–1002 (May 1989)

    Google Scholar 

  13. Howard, A.M., Tunstel, E.W. (eds.): MER Surface Navigation and Mobility. Intelligence for Space Robotics. TSI Press (2006)

    Google Scholar 

  14. Kubota, T., Ejiri, R., Kunii, Y., Nakatani, I.: Autonomous behavior planning scheme for exploration rover. In: Second IEEE Int. Conf. on Space Mission Challenges for Information Technology, July 17-20, 2006, vol. 7 (2006)

    Google Scholar 

  15. Kunii, Y., Tsuji, S., Watari, M.: Accuracy improvement of shadow range finder: Srf for 3d surface measurement. In: Procs. off IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, vol. 3, pp. 3041–3046, October 27-31 (2003)

    Google Scholar 

  16. Laubach, S.L., Burdick, J.W.: An autonomous sensor-based path-planner for planetary microrovers. IEEE Int. Conf. on Robotics & Automation 1, 347–354 (1999)

    Google Scholar 

  17. Lee, C., Alena, R.L., Stone, T., Ossenfort, J., Walker, E., Notario, H.: Software architecture of sensor data distribution in planetary exploration. In: IEEE Aerospace Conf., p. 9, March 4-11 (2006)

    Google Scholar 

  18. Maimone, M., Biesiadecki, J., Tunstel, E., Cheng, Y., Leger, C.: Surface Navigation and Mobility Intelligence on the Mars Exploration Rovers. Intelligence for Space Robotics, pp. 45–69. TSI press (2006)

    Google Scholar 

  19. Matthies, L., Shafer, S.: Error modeling in stereo navigation. IEEE Journal of Robotics and Automation 3(3), 239–250 (1987)

    Article  Google Scholar 

  20. Montemerlo, M., Thrun, S., Dahlkamp, H., Stavens, D., Strohband, S.: Winning the darpa grand challenge with an ai robot. In: Proc. of the AAAI National Conf. on Artificial Intelligence, Boston, MA (2006)

    Google Scholar 

  21. Mourikis, A.I., Trawny, N., Roumeliotis, S.I., Johnson, A., Matthies, L.: Vision-aided inertial navigation for precise planetary landing: Analysis and experiments. In: Proc. Robotics: Science and Systems (June 2007)

    Google Scholar 

  22. Rekleitis, I., Bedwani, J.-L., Dupuis, E.: Over-the-horizon, autonomous navigation for planetary exploration. In: Proc. of IEEE/RSJ Int. Conf. on Intelligent Robots and Systems, San Diego, California, USA, pp. 2248–2255 (October 2007)

    Google Scholar 

  23. Rekleitis, I., Bedwani, J.-L., Dupuis, E., Allard, P.: Path planning for planetary exploration. In: 5th Canadian Conf. on Computer and Robot Vision, Windsor, ON, May 28-30, 2008, pp. 61–68 (2008)

    Google Scholar 

  24. Slack, M.G.: Navigation templates: mediating qualitative guidance and quantitative control in mobile robots. IEEE Trans. on Systems, Man and Cybernetics 23(2), 452–466 (1993)

    Article  MathSciNet  Google Scholar 

  25. Trawny, N., Mourikis, A.I., Roumeliotis, S.I., Johnson, A.E., Montgomery, J.F.: Vision-aided inertial navigation for pin-point landing using observations of mapped landmarks. Journal of Field Robotics 24(5), 257–378 (2007)

    Article  Google Scholar 

  26. Vago, J.: Overview of exomars mission preparation. In: 8th ESA Workshop on Advanced Space Technologies for Robotics & Automation, Noordwijk, The Netherlands (November 2004)

    Google Scholar 

  27. Volpe, R.: Rover functional autonomy development for the mars mobile science laboratory. In: IEEE Aerospace Conf., Big Sky, MT, USA (2006)

    Google Scholar 

  28. Wright, J., Trebi-Ollennu, A., Hartman, F., Cooper, B., Maxwell, S., Yen, J., Morrison, J.: Terrain modelling for in-situ activity planning and rehearsal for the mars exploration rovers. In: IEEE Int. Conf. on Systems, Man and Cybernetics, vol. 2, pp. 1372–1377 (2005)

    Google Scholar 

  29. Yenilmez, L., Temeltas, H.: Autonomous navigation for planetary exploration by a mobile robot. In: Procs. of Int. Conf. on Recent Advances in Space Technologies, November 20-22, 2003, pp. 397–402 (2003)

    Google Scholar 

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© 2009 Springer-Verlag Berlin Heidelberg

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Rekleitis, I., Bedwani, JL., Gingras, D., Dupuis, E. (2009). Experimental Results for Over-the-Horizon Planetary Exploration Using a LIDAR Sensor. In: Khatib, O., Kumar, V., Pappas, G.J. (eds) Experimental Robotics. Springer Tracts in Advanced Robotics, vol 54. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-00196-3_9

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  • DOI: https://doi.org/10.1007/978-3-642-00196-3_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-00195-6

  • Online ISBN: 978-3-642-00196-3

  • eBook Packages: EngineeringEngineering (R0)

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