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Network-based Distributed Approach for Implementation of an Unmanned Autonomous Forklift

무인 자율 주행 지게차 구현을 위한 네트워크 기반 분산 접근 방법

  • 송영훈 (부산대학교 기계공학부) ;
  • 박지훈 (부산대학교 기계공학부) ;
  • 이경창 (부경대학교 제어계측공학과) ;
  • 이석 (부산대학교 기계공학부)
  • Received : 2010.03.23
  • Accepted : 2010.06.25
  • Published : 2010.09.01

Abstract

Unmanned autonomous forklifts have a great potential to enhance the productivity of material handling in various applications because these forklifts can pick up and deliver loads without an operator and any fixed guide. There are, however, many technical difficulties in developing such forklifts including localization, map building, sensor fusion, control and so on. Implementation, which is often neglected, is one of practical issues in developing such an autonomous device. This is because the system requires numerous sensors, actuators, and controllers that need to be connected with each other, and the number of connections grows very rapidly as the number of devices grows. Another requirement on the integration is that the system should allow changes in the system design so that modification and addition of system components can be accommodated without too much effort. This paper presents a network-based distributed approach where system components are connected to a shared CAN network, and control functions are divided into small tasks that are distributed over a number of microcontrollers with a limited computing capacity. This approach is successfully applied to develop an unmanned forklift.

Keywords

References

  1. M. P. Groover, Automation, Production, Systems, and Computer-Integrated Manufacturing, 3rd Ed., Prentice Hall, 2007.
  2. D. Lecking, O. Wulf, and B. Wagner, “Variable pallet pick-up for automatic guided vehicles in industrial environments,” IEEE Conference on Emerging Technologies and Factory Automation 2006, pp. 1169-1174, Sep. 2006.
  3. T. A. Tamba, B. H. Hong, and K. S. Hong, “A path following control of an unmanned autonomous forklift,” International Journal of Control, Automation, and Systems, vol. 7, no. 2, pp. 113-122, Feb. 2009. https://doi.org/10.1007/s12555-009-0114-y
  4. L. Schulze and A. Wullner, “The approach of automated guided vehicle systems,” IEEE International Conference on Service Operations and Logistics, and Informatics, 2006(SOLI'06), pp. 22-527, June 2006.
  5. 박영수, 박지훈, 이제원, 김상우, “비젼 기반의 무인이송차량 정차 시스템,” 제어.로봇.시스템학회 논문지, 제15권 제5호, pp. 473-479, 2009. https://doi.org/10.5302/J.ICROS.2009.15.5.473
  6. B. Touchton, T. Galluzzo, D. Kent, and C. Crane, “Perception and planning architecture for autonomous ground vehicles,” Computer, vol. 39, no. 12, pp. 40-47, Dec. 2006.
  7. 문희창, 우훈제, 김정하, “무인자율주행차량의 시스템 아키텍처 및 통신 프로토콜 설계,” 제어.로봇.시스템학회 논문지, 제14권 제9호, pp. 873-880, 2008. https://doi.org/10.5302/J.ICROS.2008.14.9.873
  8. T. Berglund, A. Brodnik, H. Jonsson, M. Staffanson, and I. Soderkvist, “Planning smooth and obstacle-avoiding B-spline paths for autonomous mining vehicles,” IEEE Transactions on Automation Science and Engineering, vol. 7, no. 1, pp. 167-172, Jan. 2010. https://doi.org/10.1109/TASE.2009.2015886
  9. S. K. Gehrig and F. J. Stein, “Collision avoidance for vehiclefollowing systems,” IEEE Transactions on Intelligent Transportation Systems, vol. 8, no. 2, pp. 233-244, June 2007. https://doi.org/10.1109/TITS.2006.888594
  10. S. Rezaei and R. Sengupta, “Kalman filter-based integration of DGPS and vehicle sensors for localization,” IEEE Transactions on Control Systems Technology, vol. 15, no. 6, pp. 1080-1088, Nov. 2007. https://doi.org/10.1109/TCST.2006.886439
  11. 김순태, 송봉섭, 홍석교, “무인 ATV의 종 방향 제어를 위한 CAN기반 분산형 시스템의 고장감지 및 진단,” 제어.로봇.시스템학회 논문지, 제14권 제10호, pp. 983-990, 2008. https://doi.org/10.5302/J.ICROS.2008.14.10.983
  12. 하경남, 이원석, 이석, 이경창, “지능형 자동차의 분산형 시스템을 위한 FlexRay 네트워크 시스템의 구현,” 제어.자동화.시스템학회 논문지, 제13권 제10호, pp. 933-939, 2007. https://doi.org/10.5302/J.ICROS.2007.13.10.933
  13. J. Yu, P. Lou, and X. Wu, “A dual-core real-time embedded system for vision-based automated guided vehicle,” International Conference on Control, Automation and Systems Engineering 2009, pp. 207-211, July 2009.
  14. CLARK Material Handling Asia, CRX 10-25 User manual, 2006.

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  1. Development of Autonomous Loading and Unloading for Network-based Unmanned Forklift vol.17, pp.10, 2011, https://doi.org/10.5302/J.ICROS.2011.17.10.1051