Optimal Grasp Planning of Object Based on Weighted Composite Grasp Index

가중치를 갖는 복합 파지 지수를 기반으로 한 물체의 파지 계획

  • Kim, Byoung-Ho ;
  • Yi, Byung-Ju (Dept. of Electronic computer Engineering, Hanyang University) ;
  • Oh, Sang-Rok (Intelligent Control Research Center, Korea Institute of Science and Technology) ;
  • Suh, Il-Hong (Dept. of Electronic computer Engineering, Hanyang University)
  • 김병호 (한양대학교 전자컴퓨터공학부, 한국과학기술연구원 지능제어연구센터) ;
  • 이병주 (한양대학교 전자컴퓨터공학부) ;
  • 오상록 (한국과학기술연구원 지능제어연구센터) ;
  • 서일홍 (한양대학교 전자컴퓨터공학부)
  • Published : 2000.11.01

Abstract

When a robot hand grasp an object, the number of ways to grasp it stably are infinite and thus an optimal grasp planning is needed to find the optimal grasp points for satisfying the objective of the given task. In this paper, we first define some grasp indices to evaluate the quality of each feasible grasp and then a weighted composite grasp index by combining all of the grasp indices is also defined. Next, we propose a method to find the optimal grasp points of the given object by comparing the defined weighted composite grasp index for each feasible grasp points. By simulation results, we show the effectiveness of the proposed optimal grasp planning method and also discuss the trend of each grasp index as the grasp polygon.

Keywords

References

  1. Z. Li, P. Hsu, and S. Sastry, 'Grasping and coordinated manipulation by a multi-fingered robot hand,' Int. Jour. of Robotics Research, vol. 8, no. 4, pp. 33-49, 1989 https://doi.org/10.1177/027836498900800402
  2. T. Yoshikawa and X.-Z. Zheng, 'Coordinated dynamic hybrid position/force control for multiple robot manipulators handling one constrained object,' Int. Jour. of Robotics Research, vol. 12, no. 3, pp. 219-230, 1993 https://doi.org/10.1177/027836499301200302
  3. K. Nagai and T. Yoshikawa, 'Grasping and manipulation by arm/multifingered-hand mechanism,' Proc. of IEEE Int. Conf. on Robotics and Automation, pp. 1040-1047, 1995 https://doi.org/10.1109/ROBOT.1995.525419
  4. T. Hasegawa, T. Matsuoka, T. Kiriki, and K. Honda, 'Manipulation of an object by a multi-fingered hand with multi-sensors,' Proc. of Int. Conf. on Industrial Electronics, Control, and Instrumentation, pp. 174-179, 1996 https://doi.org/10.1109/IECON.1996.570948
  5. H. Maekawa, K. Tanie, and K. Komoria, 'Dynamic grasping force control using tactile feedback for grasp of multifingered hand,' Proc. of IEEE Int. Conf. on Robotics and Automation, pp. 2462-2469, April, 1996 https://doi.org/10.1109/ROBOT.1996.506533
  6. Z. Li and S. Sastry, 'Task Oriented Optimal Grasping by Multifingered Robot Hands,' Proc. of IEEE Int. Conf. on Robotics and Automation, pp. 389-394, 1987 https://doi.org/10.1109/56.769
  7. M. R. Cutkosky, 'On grasp choice, grasp models, and the design of hands for manufacturing tasks,' Trans. on Robotics and Automation, vol. 5, no. 3, June 1989 https://doi.org/10.1109/70.34763
  8. Y. C. Park and G. P. Starr, 'Optimal grasping using a multifingered robot hand,' Proc. of IEEE Int. Conf. on Robotics and Automation, pp. 689-694, 1990 https://doi.org/10.1109/ROBOT.1990.126064
  9. Y. C. Park and G. P. Starr, 'Grasp synthesis of polygonal objects using three-fingered robot hand,' Int. Jour. of Robotics Research, vol. 11, no. 3, pp. 163-184, 1992 https://doi.org/10.1177/027836499201100301
  10. M. Kaneko and K. Tanie, 'Contact point detection for grasping an unknown object using self-posture changeability,' IEEE Trans. on Robotics and Automation, vol. 10, no. 3, pp. 355-367, June, 1994 https://doi.org/10.1109/70.294210
  11. J.-H. You, J.-H. Park, D.-H. Choi, and N. Y. Chong, 'Optimal grasp design of a multi-fingered robot hand based on manipulability and stability,' Tans. of KSME(A), vol. 22, no. 7, pp. 1367-1374, 1998
  12. G. Strang, Linear Algebra and Its Applications, Harcourt Brace Jovanovich, Inc., 1988
  13. B.-J. Yi and W.-K. Kim, 'Optimal design of a redundantly actuated 4-legged six degree of freedom parallel manipulator using composite design index,' KSME Int. Journal, vol. 8, no. 4, pp. 385-403, 1994
  14. B.-H. Kim, B.-J. Yi, I. H. Suh, and S.-R. Oh, 'A biomimetic compliance control of robot hand by considering structures of human finger,' Proc. of IEEE Int. Conf. on Robotics and Automation, pp. 3880-3887, 2000 https://doi.org/10.1109/ROBOT.2000.845336
  15. T. Terano, K. Asai, and M. Sugeno, Fuzzy Systems Theory and Its Applications, Academic Press, Inc., Harcourt Brace Jovanovich, Publishers, 1992
  16. K. L. Wood, 'A method for the representation and manipulation of uncertainties in preliminary engineering design, Ph. D. Dissertation, Dept. of Mechanical Eng., California Institute of Technology, 1989
  17. K. Stanley, J. Wu, A. Jerbi, and W. A. Gruver, 'A fast two dimensional image based grasp planner,' Proc. of IEEE Int. Conf. on Intelligent Robots and Systems, pp. 266-271, 1999 https://doi.org/10.1109/IROS.1999.813015
  18. A. Hauck, J. Ruttinger, M. Sorg, and G. Farber, 'Visual determination of 3D grasping points on unknown objects with a binocular camera system,' Proc. of IEEE Int. Conf. on Intelligent Robots and Systems, pp. 272-277, 1999 https://doi.org/10.1109/IROS.1999.813016