DOI QR코드

DOI QR Code

충돌회피환경에서의 퍼지 규칙 기반 멀티 모바일 로봇 시스템

Multi-Mobile Robot System with Fuzzy Rule based Structure in Collision avoidance

  • 김동원 (인하공업전문대학 디지털전자과) ;
  • 이종호 (인하공업전문대학 디지털전자과)
  • 발행 : 2010.03.01

초록

This paper describes a multi-mobile robot system with fuzzy rule based structure in collision avoidance. Collision avoidance is an important function to perform a given task collaboratively and cooperatively in multi-mobile robot environments. So the important but challenging problem is handled in this paper. Considered obstacles for collision avoidance between multi mobile robots are static, dynamic, or both of them at the same time. Using the fuzzy rule based structure, distance and angle from a robot to obstacles are described as fuzzy linguistic values and steering angle for the robot are updated from the collision environments. As a result, the multi-mobile robot can modify a global path from a robot itself to its own target. In addition, avoiding collision with static or dynamic obstacles for the robot system can be achieved. Simulation based experimental results are given to show usefulness of this method.

키워드

참고문헌

  1. G. E. Jan, K, Y. Chang, and I. Parberry, "Optimal Path Planning for Mobile Robot navigation," IEEE/ASME Trans. on Mechatronics, vol. 13, no. 4, pp. 451-460, 2008. https://doi.org/10.1109/TMECH.2008.2000822
  2. M. Y. Chow, S. Chiaverini, C. Kitts, "Guest Editorial: Introduction to the Focused Section on Mechatronics in Multirobot Systems, " IEEE/ASME Trans. on Mechatronics, vol. 14, no. 2, pp. 133-140, 2009. https://doi.org/10.1109/TMECH.2009.2014462
  3. R. C. Arkin, Behavior Based Robotics, MIT press, 1998.
  4. T. C. Hu, A. B. Hahng, and G Robins, "Optimal Robust Path Planning in General environments," IEEE Trans. on Robotics and Automation, vol. 9, no. 6, pp. 775-784,1993. https://doi.org/10.1109/70.265921
  5. Y. K. Hwang, and N. Ahuja, "A Potential Field Approach to Path Planning," IEEE Trans. on Robotics and Automation, vol. 8, no. 1, pp. 23-32, 1992. https://doi.org/10.1109/70.127236
  6. C. P. Wu, T.T. Lee, and C.R. Tsai, "Obstacle avoidance motion planning for mobile robots in a dynamic environments with moving obstacles," Robotica, vol. 15, pp. 493-510, 1997. https://doi.org/10.1017/S0263574797000593