Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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Design of Intelligent Parking System for Autonomous Vehicle at the Slant Space

자율주행 차량을 위한 지능형 경사 주차 시스템 설계

  • Published : 2008.08.25
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Abstract

Recently, it is widely progressed that the research of the performance improvement of an intelligent vehicle. Among them, its parking problem has attracted a great deal of attention and have been examined in many papers in the literature. In this paper we design a fuzzy logic based parking system at the slant parking space which is a important part for designing an autonomous parking system. We first design a parking path for the slant space and propose a fuzzy logic based parking algorithm. We present its simulation results and show the effectiveness of the proposed method.

무인자동차에 관한 연구가 활성화되면서 자율주행 차량에 대한 주차가 중요 과제로 대두되고 있다. 여기서는 경사 주차 공간에서 자율주행 차량이 지능적으로 주차할 수 있는 알고리즘을 제안하고자 한다. 차량의 진입과 경사 주차 공간 사이의 최적의 주차 경로를 설계하고, 이를 기반으로 퍼지논리 기반의 지능형 주차 시스템을 설계한다. 설계한 시스템의 효용성을 확인하기 위하여 컴퓨터 시뮬레이션을 수행한다.

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References

  1. M. Sugeno and K. Murakami, "An experimental study on fuzzy parking control using a model car," in Industrial Applications of Fuzzy Control, North-Holland, The Netherlands, pp. 105-124, 1985
  2. M. Sugeno, T. Murofushi, T. Mori, T. Tatematsu, and J. Tanaka, "Fuzzy algorithmic control of a model car by oral instructions," Fuzzy Sets Syst., vol. 32, pp. 207-219, 1989 https://doi.org/10.1016/0165-0114(89)90255-8
  3. A. Ohata and M. Mio, "Parking control based on nonlinear trajectory control for low speed vehicles," in Proc. IEEE Int. Conf. Industrial Electronics, pp. 107-112, 1991
  4. S. Yasunobu and Y. Murai, "Parking control based on predictive fuzzy control," in Proc. IEEE Int. Conf. Fuzzy Systems, vol. 2, pp. 1338-1341, 1994
  5. W. A. Daxwanger and G. K. Schmidt, "Skill-based visual parking control using neural and fuzzy networks," in Proc. IEEE Int. Conf. System, Man, and Cybernetics, vol. 2, pp. 1659-1664, 1995
  6. M. C. Leu and T. Q. Kim, "Cell mapping based fuzzy control of car parking," in Proc. IEEE Int. Conf. Robotics Automation, pp. 2494-2499, 1998
  7. H. An, T. Yoshino, D. Kashimoto, M. Okubo, Y. Sakai, and T. Hamamoto, "Improvement of convergence to goal for wheeled mobile robot using parking motion," in Proc. IEEE Int. Conf. Intelligent Robots Systems, pp. 1693-1698, 1999
  8. T.-H. S. Li, "Autonomous fuzzy parking control of a car-like mobile robot," IEEE Trans. in SMC(A), vol.33, no.4, July 2003
  9. 학양화 외 2, "지능형자동차를 위한 퍼지논리기반 주차 시스템 설계," 한국지능시스템학회논문지 제18권 1호, pp.109-115, 2008 https://doi.org/10.5391/JKIIS.2008.18.1.109
  10. B. J. Choi, S. W. Kwak and B. K. Kim, "Design and stability analysis of single-input fuzzy logic controller," IEEE Trans. on SMC (B), vol. 30, no. 2, pp.303-309, 2000
  11. S. Lee, M. Kim, Y. Youm, and W. Chung, "Control of a car-like mobile robot for parking problem", in Proc. IEEE Int. Conf. Robotics and Automation, vol. 1, pp. 1-6, 1999
  12. M. Khoshnejad and K. Demirli, "Autonomous parallel parking of a car-like mobile robot by a neuro-fuzzy controller", in Proc. IEEE Int. Conf, Fuzzy Information Processing Society, pp. 814-819, 2005
  13. T.-H. S. Li and S.-J. Chang, "Autonomous fuzzy parking control of a car-like mobile robot", in Proc. IEEE Int. Conf, Systems, Man and Cybernetics, Part A, vol. 33, pp. 415-465, 2003
  14. T.-H. S. Li, S.-J. Chang, and Y.-X. Chen, "Implementation of autonomous fuzzy garage- parking control by an robot using infrared sensors", in Proc. IEEE Int. Conf, Robotics and Automation, vol. 3, pp. 3776-3781, 2003
  15. M. M. Suruz and G. Wail "Intelligent parallel parking of a car-like mobile robot using RFID Technology", in Proc. IEEE Int. Conf, Robotic and Sensors Environments, pp. 1-6, 2007
  16. I. Z. Joung, D. Xuan, J. W. Kim and Y. B. Kim, "A study of autonomous parking for a 4-wheel driven mobile robot", in Proc. IEEE Int. Conf. Control conference, pp. 179-184, 2007
  17. W. Nelson, "Continuous-curvature paths for autonomous vehicles", IEEE, pp. 1260-1264, 1989