실내용 위치센서의 특성과 이동로봇의 주행제어에 관한 실험적 연구

Experimental Research on the Characteristics of Indoor Positioning Systems and Mobile Robot Navigation

  • 투고 : 2010.01.08
  • 심사 : 2010.08.12
  • 발행 : 2010.08.31

초록

For indoor mobile robots, the performance of autonomous navigation is affected by a variety of factors. In this paper, we focus on the characteristics of indoor absolute positioning systems. Two commercially available sensor systems are experimentally tested under various conditions. Mobile robot navigation experiments were carried out, and the results show that resultant performance of navigation is highly dependent upon the characteristics of positioning systems. The limitations and characteristics of positioning systems are analyzed from both quantitative and qualitative point of view. On the basis of the analysis, the relationship between the positioning system characteristics and the controller design are presented.

키워드

참고문헌

  1. Jens-Steffen Gutmann, Wolfram Burgard, Dieter Fox, and Kurt Konolige, "An Experimental Comparison of Localization Methods," International Conference on Intelligent Robots and Systems, 1998.
  2. Sachin Modi, Pravin Chandak, Vidya Sagar Murty, and Ernest L. Hall, "A Comparison of Three Obstacle Avoidance Methods for a Mobile Robot," Intelligent Robots and Computer Vision XX: Algorithms, Techniques, and Active Vision, SPIE Vol.4572, pp.290-297, 2001.
  3. I. S. Kweon, R. Hoffman and E. Krotkov, "Experimental Characterization of the Perceptron Laser Rangefinder," Tech. Rep. CMU-RI-TR-91-1, The Robotics Institute, Carnegie Mellon University, January 1991.
  4. Antonio Reina and Javier Gonzalez, "Characterization of a Radial Laser Scanner for Mobile Robot Navigation," IEEE/RSJ International Conference on Intelligent Robots and Systems. pp.579-585, 1997.
  5. Cang Ye and Johann Borenstein, "Characterization of a 2-D Laser Scanner for Mobile Robot Obstacle Negotiation," The 2002 IEEE International Conference On Robotics and Automation. Washington, DC, USA, December, pp.2512-2518, 2002.
  6. Xiuhuan Luo and Hong Zhang, "Characterization of Acuity Laser Range Finder," 2004 8th International Conference on Control, Automation, Robotics and Vision, Kunming, China, 6-9th December 2004
  7. Majd Alwan, Matthew B Wagner, Glenn Wasson, Pradip Sheth, "Characterization of Infrared Range-Finder PBS-03JN for 2-D Mapping," The 2005 IEEE International Conference on Robotics and Automation. Barcelona, Spain. April 18-22, 2005.
  8. Alex Cao and Johann Borenstein, "Experimental Characterization of Polaroid Ultrasonic Sensors in Single and Phased Array Configuration," The UGV Technology Conference at the 2002 SPIE Aero-Sense Symposium, Orlando, FL, April, 1-5, 2002.
  9. Dieter Fox, Wolfram Burgard, Sebastian Thrun, "Markov Localization for Mobile Robots in Dynamic Environments," Journal of Artificial Intelligence Research 11, pp.391-427, 1999.
  10. Jorg Muller, Axel Rottmann, Leonhard M. Reindl, Wolfram Burgard, "A Probabilistic Sonar Sensor Model for Robust Localization of a Small-size Blimp in Indoor Environments using a Particle Filter," 2009 IEEE International Conference on Robotics and Automation, Kobe, Japan, May 12-17, 2009.
  11. http://hagisonic.co.kr/
  12. http://ninety.co.kr/web_page/inc/igs-u.htm/
  13. Dae-Geun Seo, Sung-Ho Cho, and Jang-Myung Lee, "Localization Algorithm for a Mobile Robot using iGS," Journal of Institute of Control, Robotics and Systems Vol.14, No. 3, March , 2008.
  14. J.Minguez, L.Montano, "Nearness Diagram Navigation. A New Real Time Collision Avoidance Approach," IEEE/RSJ International Conference on Intelligent Robots and Systems, Takamatsu, Japan, 2000.
  15. Jae Y. Lee, Hee Sung Chae, and Won Pil Yu, "A Real-time Localization System Based on IR Landmark for Mobile Robot in Indoor Environment," Journal of Control, Automation and Systems Engineering Vol.12, No.9, pp.868-875, 2006 https://doi.org/10.5302/J.ICROS.2006.12.9.868
  16. Jaewan Ahn and Woojin Chung, "Experimental Evaluation of the Performance of Mobile Robot Navigation Using Different Localization Sensors," The 6th International Conference on Ubiquitous Robots and Ambient Intelligence, pp.599-600, Gwangju, Korea, October 2009.
  17. Woojin Chung, Gunhee Kim and Munsang Kim "Development of the Multi-Functional Indoor Service Robot PSR Systems," Autonomous Robots. Vol.22 No.1 pp.1-17, Mar. 2007
  18. Woojin Chung, Seokgyu Kim, Minki Choi, Jaesik Choi, Hoyeon Kim, Chang-bae Moon, and Jae-Bok Song, "Safe Navigation of a Mobile Robot Considering Visibility of Environment," IEEE Transactions on Industrial Electronics, Vol.56, No. 10, pp.3941-3950, Oct. 2009. https://doi.org/10.1109/TIE.2009.2025293
  19. D. Fox, W. Burgard, S. Thrun, The dynamic window approach to collision avoidance, IEEE Robotics and Automation Magazine 4(1), 1997.
  20. J. Borenstein and Y. Koren, "The vector field histogram-fast obstacle avoidance for mobile robots," IEEE Transactions on Robotics and Automation, Vol.7, No.3, pp.278-288, June 1991. https://doi.org/10.1109/70.88137