On a Goal-Directed Reactive Navigation Method for a Mobile Robot

이동 로봇의 자율주행을 위한 목표점 지향 반사 주행 방식

  • Published : 2004.04.01

Abstract

This paper proposes two contributions. One is an analysis for the limit of the subject of goal-directed reactive robot navigation, and the other is an effective navigation method employing the scheme of the subject. The analysis for the subject is presented in order to clarify the limit of the method. On the basis of the analysis, a safety-guaranteeing and deadlock-free reactive navigation method is newly proposed. The proposed method has a simple behavior-based frame such that it can make the required navigation tasks such as obstacle avoidance, deadlock resolving, and etc. with a very small set of behaviors in entirely unknown environments such as a living room, an office, and etc. Some results of experiments show these validities.

Keywords

References

  1. J. M. Roberts, E. S. Duff, P. I. Corke, P. Sikka, G. J. Winstanley, J. Cunningham, 'Autonoumous control of underground mining vehicles using reactive navigation,' in Proc. IEEE Intern. Conf. Robotics and Automation, San Francisco, CA, 2000, pp. 3790-3794 https://doi.org/10.1109/ROBOT.2000.845322
  2. A. Mukerjee, A.D. Mali, 'Reactive robots and amnesics: A comparative study in memoryless behavior,' IEEE Trans. Systems, Man. and Cybernetics, Part C: Applications and Reviews, Vol. 292, No. 2, pp. 216 -226, May 1999 https://doi.org/10.1109/5326.760566
  3. W. L. Xu, S. K. Tso, 'Sensor-based fuzzy reactive navigation of a mobile robot through local target switching,' IEEE Trans. Systems, Man. and Cybernetics, Part C: Applications and Reviews, Vol. 29, NO. 3, pp. 451-459, August, 1999 https://doi.org/10.1109/5326.777079
  4. M. Piaggio, G. Vercelli, R. Zaccaria, 'A reactive sensor-based system for solving navigation problems of and autonomous robot,' in Proc. IEEE/RSJ Intern. Conf. Intelligent Robots and Systems, IROS'97, Grenoble, France, 1997, Vol. 1, pp. 238-243 https://doi.org/10.1109/IROS.1997.649060
  5. M. Alwan, P. Y. K. Cheung, 'Combining goal-directed, reactive and reflexive navigation in autonomous mobile robots,' in Proc. Australian New Zealand Conf. Intelligent Informatiom Systems, Adelaide, Australia, 1996, pp. 346 349 https://doi.org/10.1109/ANZIIS.1996.573982
  6. J. R. Asensio, J. M. M. Montiel, L. Montano, 'Goal directed reactive robot navigation with relocation using laser and vision,' in Proc. IEEE Intern. Conf. Robotics and Automation, Detroit, Michigan, 1999, pp. 2905-299 https://doi.org/10.1109/ROBOT.1999.774038
  7. J. Vandorpe, H. V. Brussel, H. Xu, 'LiAS: A reflexive navigation architecture for an intelligent mobile robot system,' IEEE Trans. Industrial Electronics, Vol. 43, NO. 3, pp. 432-440, June, 1996 https://doi.org/10.1109/41.499816
  8. H. R. Everett, Sensor for Mobile Robots, Theory and Application, Wellesley, Massachusetts: A K Perters Ltd., 1995
  9. R. Pfeifer, C. Scheier, Understanding Intelligence, MA: MIT Press, 1999
  10. Y. Koren, J. Borenstein, 'Potential field methods and their inherent limitations for mobile robot navigation,' in Proc. IEEE Intern. Conf. Robotics and Automation, Sacramento, CA, 1991, pp. 1398-1404 https://doi.org/10.1109/ROBOT.1991.131810
  11. V. J. Lumelsky, A. A. Stepanov, 'Path Planning Strategies for a point mobile automation moving amidst unknown obstacles of arbitrary shape,' Algorithmica, 2, pp. 403-430, 1987 https://doi.org/10.1007/BF01840369
  12. J. O. Kim, and P. K. Khosla, 'Real-time obstacle avoidance using harmonic potential functions,' IEEE Trans. Robotics and Automation, Vol. 8, NO. 3, pp. 338-349, June, 1992 https://doi.org/10.1109/70.143352
  13. X. Yun, K.-C. Tan, 'A Wall-Following Method for Escaping Local Minima in Potential Field Based Motion Planning,' in Proc. IEEE intern. conf. Robotics and Automation, Monterey, CA, 1997, pp.421-426 https://doi.org/10.1109/ICAR.1997.620216
  14. P. van Turennout, G. Honderd, 'Following a Wall with a Mobile Robot using Ultrasonic Sensors,' in Proc. IEEE/FSJ Int'l Conf. Intelligent Robots and Systems, Raleigh, NC, 1992, PP. 1451-1456 https://doi.org/10.1109/IROS.1992.594573
  15. R. C. Arkin, 'Motor Schema Based Navigation for a Mobile Robot: An Approach to Programming by Behavior,' in Proc. IEEE Intern. Conf. Robotics and Automation, Raleigh, NC, 1987, pp.264-271 https://doi.org/10.1109/ROBOT.1987.1088037
  16. P. C. Y. Shev, and Q. Xue, Intelligent Robotic Planning System, Farrer Road, Singapore: World Scientific, 1993
  17. D. Y. Yoon, S. R. Oh, G. T. Park, B. J. You, 'A Behaviour-Based Approach to Reactive Navigation for Autonomous Robot,' in Proc. 15th IFAC World Congress, Barcelona, SPAIN, 2002
  18. A. Bemporad, M. Di Marco, A.Tesi, 'Wall-Following Controllers for Sonar-Based Mobile Robots,' in Proc. 36th Conf. Decision & Control, San Diago, CA, 1997, pp. 3063-3068 https://doi.org/10.1109/CDC.1997.657920
  19. E. Tunstel, and M. Jamshidi, 'Embedded Fuzzy Logic-Based Wall-Following Behavior for Mobile Robot Navigation,' in Proc. First Intern. Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference. The Industrial Fuzzy Control and Intelligent Systems Conference, and the NASA Joint Technology, NAFIPS/IFIS/NASA '94, San Antonio, Texas, 1994, pp. 329 330 https://doi.org/10.1109/IJCF.1994.375094
  20. Y. Ando, S. Yuta, 'Following a Wall by an Autonomous Mobile Robot with a Soanr-Ring,' in Proc. IEEE Intern. Conf. Robotics and Automation, Nagoya Aichi, Japan, 1995. pp.2599 2606
  21. T. Yata, L. Kleeman, S. Yuta, 'Wall Following Using Angle Information Measured by a Single Ultrasonic Transducer,' in Proc. IEEE Intern. Conf. Robotics & Automation, Leuven, Belgium, 1998, pp. 1590-1596 https://doi.org/10.1109/ROBOT.1998.677372
  22. T. K. Moon, W. C. Stirling, Mathematical Methods and Algorithms, Upper Saddle River, NJ: Prentice Hall, 2000
  23. Proc. 36th Conf. Decision & Control Wall-Following Controllers for Sonar-Based Mobile Robots A.Bemporad;M. Di Marco;A.Tesi
  24. Proc. First Intern. Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference. The Industrial Fuzzy Control and Intelligent Systems Conference, and the NASA Joint Technology, NAFIPS/IFIS/NASA '94 Embedded Fuzzy Logic-Based Wall-Following Behavior for Mobile Robot Navigation E.Tunstel;M.Jamshidi
  25. Proc. IEEE Intern. Conf. Robotics and Automation Following a Wall by an Autonomous Mobile Robot with a Soanr-Ring Y.Ando;S.Yuta
  26. Proc. IEEE Intern. Conf. Robotics & Automation Wall Following Using Angle Information Measured by a Single Ultrasonic Transducer T.Yata;L.Kleeman;S.Yuta
  27. Mathematical Methods and Algorithms T.K.Moon;W.C.Stirling