DOI QR코드

DOI QR Code

Posture Stabilization Control for Mobile Robot using Marker Recognition and Hybrid Visual Servoing

마커인식과 혼합 비주얼 서보잉 기법을 통한 이동로봇의 자세 안정화 제어

  • 이성구 (아주대 공대 전자공학부) ;
  • 권지욱 (아주대 공대 전자공학부) ;
  • 홍석교 (아주대 공대 전자공학부) ;
  • 좌동경 (아주대 공대 전자공학부)
  • Received : 2011.06.14
  • Accepted : 2011.07.11
  • Published : 2011.08.01

Abstract

This paper proposes a posture stabilization control algorithm for a wheeled mobile robot using hybrid visual servo control method with a position based and an image based visual servoing (PBVS and IBVS). To overcome chattering phenomena which were shown in the previous researches using a simple switching function based on a threshold, the proposed hybrid visual servo control law introduces the fusion function based on a blending function. Then, the chattering problem and rapid motion of the mobile robot can be eliminated. Also, we consider the nonlinearity of the wheeled mobile robot unlike the previous visual servo control laws using linear control methods to improve the performances of the visual servo control law. The proposed posture stabilization control law using hybrid visual servoing is verified by a theoretical analysis and simulation and experimental results.

Keywords

References

  1. R. Cassinis, F. Tampalini, P. Bartolini and R. Fedrigotti, "Docking and charging system for autonomous mobile robots," Technical report, Universita degli Studi di Bres- cia, 2005.
  2. 나두영, 김용태, "모듈형 로봇의 자가 결합을 위한 퍼지 주행제어 및 장애물 회피제어," 한국지능시스템학회 논문지, 제19권, 제 4호, pp. 470-477, 2009.
  3. Z. Jiang and R. Ordonez. "On-line robust trajectory generation on approach and landing for reusable launch vehicles," Automatica, vol. 45, no. 7, pp. 1668-1678, 2009. https://doi.org/10.1016/j.automatica.2009.03.017
  4. B. Jung and G. S. Sukhatme, "Tracking multiple moving targets using a camera and laser rangefnder," Institute for Robotics and Intelligent Systems Technical Report IRIS-01-397, University of Southern California, 2001.
  5. M. Kim, H. W. Kim, and N. Y. Chong, "automated robot docking using direction sensing RFID," Proc. IEEE Int. Conf. Robotics and Automation, pp. 4588-4593, Apr. 2007.
  6. A.K.Das, R. Fierro, V. Kumar, J.P.Ostrowski, J. Spletzer, and C. J. Taylor, "A vision-based formation control framework," IEEE Trans. Robotics and Automation, vol 18, no. 5, pp. 813-825, Oct. 2002. https://doi.org/10.1109/TRA.2002.803463
  7. F. Chaumette and S. Hutchinson, "Visual servo Control Part I:Basic approaches," IEEE Trans. Robotics and Automation Magazine, vol. 13, no. 4, pp, 82-90, Dec. 2006. https://doi.org/10.1109/MRA.2006.250573
  8. F. Chaumette and S. Hutchinson, "Visual servo Control Part II:Advanced approaches[tutorial]," IEEE Trans. Robotics and Automation Magazine, vol 14, no. 1, pp. 109-118, Mar. 2007.
  9. E. Malis, "Visual servoing invariant to changes in camera-intrinsic parameters," IEEE Trans. Robotics and Automation Magazine, vol 20, no. 1, pp. 72-81, Feb. 2004. https://doi.org/10.1109/TRA.2003.820847
  10. P. I. Corke and S. A. Hutchinson, "A new hybrid image-based visual servo control scheme," IEEE Conf. Decision and Control, vol. 3, pp. 2521-2526, Dec. 2000.
  11. A.H. Aabdul Hafez, E. Cervera and C. V. Jawahar, "Hybrid Visual Servoing by Boosting IBVS and PBVS," Information and Communication Technologies: From Theory to Applications, pp. 1-6, Apr. 2008.
  12. Y. Wang, H. Lang, C. W. de Silva, "A Hybrid Visual Servo Controller for Robust Grasping by Wheeled Mobile Robots," IEEE/ASME Trans. Mechatronics, vol. 15, no. 5, pp. 757-769, 2010. https://doi.org/10.1109/TMECH.2009.2034740
  13. E. M. P. Low, I. R. Manchester, and A. V. Savkin. "A biologically inspired method for vision-based docking of wheeled mobile robots," Robotics and Autonomous syste-ms, vol. 55, no. 10, pp. 769-784, Oct. 2007. https://doi.org/10.1016/j.robot.2007.04.002
  14. R.Siegwart, and IR. Nourbakhsh, Introduction to Auto- nomous Mobile Robots, The MIT Press, 2004.
  15. 이성구, 이호원, 좌동경, 홍석교, "이동로봇의 마커인식을 통한 비전시스템기반 안정화 제어," 대한전기학회 하계학술대회 논문집, pp. 1730-1731, 2010.
  16. 이호원, 권지욱, 좌동경, 홍석교, "혼합 비주얼 서보 제어 기법을 이용한 이동로봇의 목표물 추종", 전기학회 논문지 게재 예정, 2011.
  17. M. S. Park, J. W. Kwon, J. S. Kin, S. K. Hong, "Experimental Study on Camera Calibration and Pose Estimation for the Application to Vehicle's Wheel Alignment," Int. Joint Conf. SICE-ICASE , pp. 2952-2957, Oct. 2006.
  18. J. M. Toibero, C. M. Soria, F. Roberti, R. Carelli, P. Carelli, "Switching visual servoing approach for stable corridor navigation," Int. Conf. Advanced Robotics, pp. 1-6, Jun. 2009.
  19. D. Chwa, S. K. Hong and B. Song, "Robust posture stabilization of wheeled mobile robots in polar coordinates", The 17th International Symposium on Math- ematical Theory of Networks and Systems, pp. 343-348, Jul. 2006.
  20. G. Indiveri, "Kinematic Time-invariant Control of a 2D Nonholonomic Vehicle," Proceedings of the 38th Conference on Decision & Control, Phoenix, Arizona, USA, pp. 2112-2117, Dec. 1999.
  21. K.G. Derpanis, "The Harris Corner Detector", Technical Report, York University, Oct. 2004.

Cited by

  1. Objects Tracking of the Mobile Robot Using the Hybrid Visual Servoing vol.21, pp.8, 2015, https://doi.org/10.5302/J.ICROS.2015.14.0134