본문 바로가기
KERD
논문KCI 등재

상태 공간 외란관측기 기반의 임피던스 제어와 ISMC를 이용한 메카넘 휠 AGV의 강인 궤도 추적 제어

Robust Trajectory Tracking Control of Mecanum Wheeled AGV Using State Space Disturbance Observer Based Impedance Control and ISMC

1

조회

0

다운로드

0

인용

0

참고문헌

키워드

초록

Auto Guided Vehicle (AGV) equipped with mecanum wheels can move in all directions, unlike ordinary wheeled AGVs. In this paper, we propose a robust trejectory tracking control method for the mecanum wheeled AGVs in the presence of disturbances. It is constructed by combining impedance control with Integral Sliding Mode Control (ISMC), which shows robust performance against disturbances, and adding a disturbance observer (DOB) that estimates and removes disturbances. Simulation result using MATLAB/SIMULINK shows that the proposed control method has robust performance in tracking the reference trajectory under the circumstance with disturbance. The control performance is further improved when the disturbance observer is additionally used. In addition, the performance of the proposed control method was verified through experiment. It shows the result of tracking the set trajectory well.

Abstract

Auto Guided Vehicle (AGV) equipped with mecanum wheels can move in all directions, unlike ordinary wheeled AGVs. In this paper, we propose a robust trejectory tracking control method for the mecanum wheeled AGVs in the presence of disturbances. It is constructed by combining impedance control with Integral Sliding Mode Control (ISMC), which shows robust performance against disturbances, and adding a disturbance observer (DOB) that estimates and removes disturbances. Simulation result using MATLAB/SIMULINK shows that the proposed control method has robust performance in tracking the reference trajectory under the circumstance with disturbance. The control performance is further improved when the disturbance observer is additionally used. In addition, the performance of the proposed control method was verified through experiment. It shows the result of tracking the set trajectory well.

참고문헌 (28)

  1. Binghui Wu, "Structure design of an omni-directional wheeled handling robot", Journal of Physics: Conference Series, 1885(5), pp.052013~ (2021), IOP Publishing[DOI]
  2. J. M. Park, "Position Compensation for Automatic Guided Vehicle Using Ultrasonic and Infrared Sensors", Journal of Engineering Research (1996)
  3. 오인진, "메카넘 휠 이동로봇의 바퀴 슬립을 고려한 위치 추정 연구", 한국군사과학기술학회지, 22(3), pp.401~407 (2019), 한국군사과학기술학회[DOI]
  4. "A short history of omnidirectional wheels"[URL]
  5. O. Diegel, "Improved Mecanum wheel design for omni-directional robots", 2002 Australasian Conference on Robotics and Automation, pp.117~121 (2002)
  6. F. Adăcăiţi, "Practical applications for mobile robots based on Mecanum wheels-a systematic survey", The Romanian Review Precision Mechanics, Optics & Mechatronics, (40) (2011)
  7. A. Gfrerrer, "Geometry and kinematics of the Mecanum wheel", Computer Aided Geometric Design, 25(9), pp.784~791 (2008), Elsevier BV[DOI]
  8. S. D. Kamdar, "Design and manufacturing of a Mecanum wheel for the magnetic climbing robot", Master, pp.2015
  9. Jefri Efendi Mohd Salih, "Designing Omni-Directional Mobile Robot with Mecanum Wheel", American Journal of Applied Sciences, 3(5), pp.101~106 (2005), Science Publications
  10. Yifan Jia, "Modeling and motion analysis of four-Mecanum wheel omni-directional mobile platform", 2013 CACS International Automatic Control Conference (CACS) (2013), IEEE
  11. Hamid Taheri, "Kinematic Model of a Four Mecanum Wheeled Mobile Robot", International Journal of Computer Applications, 113(3), pp.6~9 (2015), Foundation of Computer Science[DOI]
  12. S. Soni, "“Experimental analysis of Mecanum wheel and omni Wheel", IJISET – International Journal of Innovative Science, Engineering & Technology, 1(3) (2014)
  13. B. Chu, "Performance Evaluation of Mecanum Wheeled Omni-Directional Mobile Robot", 31st ISARC (2014), International Association for Automation and Robotics in Construction (IAARC)
  14. M. Abdelrahman, "A description of the dynamics of a four-wheel Mecanum mobile system as a basis for a platform concept for special purpose vehicles for disabled persons", 58th ILMENAU SCIENTIFIC COLLOQUIUM (2014)
  15. A. F. M. Fuad, "Modeling and simulation for heavy-duty mecanum wheel platform using model predictive control", IOP Conference Series: Materials Science and Engineering, 184 (2017), IOP Publishing
  16. L. Xu, "Adaptive robust control of mechanical systems with non-linear dynamic friction compensation", International Journal of Control, 81(2), pp.167~176 (2008), Informa UK Limited[DOI]
  17. Zhenzhong Chu, "Adaptive sliding mode control based on local recurrent neural networks for an underwater robot", Fundamental Design and Automation Technologies in Offshore Robotics, pp.177~194 (2020), Elsevier[DOI]
  18. 박진성, "모델 예측 제어를 이용한 높은 질량 중심을 가지는 전방향 이동 로봇의 진동 저감 제어", 제어.로봇.시스템학회 논문지, 27(10), pp.728~735 (2021), 제어·로봇·시스템학회[DOI]
  19. 우철민, "임피던스 제어와 적분 슬라이딩 모드 제어를 이용한 메카넘휠 이동로봇의 강인한 궤도 추적 제어", 로봇학회 논문지, 13(4), pp.256~264 (2018), 한국로봇학회[DOI]
  20. Chien-Chern Cheah, "Learning impedance control for robotic manipulators", IEEE Transactions on Robotics and Automation, 14(3), pp.452~465 (1998), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
  21. S. Jung, "Force Tracking Impedance Control of Robot Manipulators Under Unknown Environment", IEEE Transactions on Control Systems Technology, 12(3), pp.474~483 (2004), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
  22. Marina Kollmitz, "Whole-Body Sensory Concept for Compliant Mobile Robots", 2018 IEEE International Conference on Robotics and Automation (ICRA) (2018), IEEE
  23. 정슬, "자율 주행 이동 로봇의 슬립을 고려한 횡방향 임피던스힘제어에 대한 연구", 제어.로봇.시스템학회 논문지, 12(2), pp.161~167 (2006), 제어·로봇·시스템학회
  24. Qing Gao, "Universal Fuzzy Integral Sliding-Mode Controllers Based on T–S Fuzzy Models", IEEE Transactions on Fuzzy Systems, 22(2), pp.350~362 (2014), Institute of Electrical and Electronics Engineers (IEEE)[DOI]
  25. D. S. Baek, "Trajectory tracking control system design of mobile robot based on WIPDC and ISMC", KIEE Summer Conference 2015, pp.1337~1338 (2015)
  26. Lih-Chang Lin, "Modeling and Adaptive Control of an Omni-Mecanum-Wheeled Robot", Intelligent Control and Automation, 04(02), pp.166~179 (2013), Scientific Research Publishing, Inc.[DOI]
  27. Alexander Dietrich, "Whole-Body Impedance Control of Wheeled Humanoid Robots" (2016), Springer Tracts in Advanced Robotics
  28. Hyungbo Shim, "Yet another tutorial of disturbance observer: robust stabilization and recovery of nominal performance", Control Theory and Technology, 14(3), pp.237~249 (2016), Springer Science and Business Media LLC[DOI]

관련 논문AI추천

이 간행물의 다른 논문 (10건)