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Regrasp Planning of Polygonal Objects Using a Four-Fingered Hand

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This study presents a comprehensive approach to the regrasp planning of polygonal objects in the plane using a robotic hand with four fingers. The work, guided by the principles of force closure, equilibrium, and concurrent grasps, explores sufficient conditions for effective object manipulation. We introduce a switching graph to illustrate various grasps and their transitions, discussing implementations, results, and future directions for optimal grasp performance. The findings demonstrate the effectiveness of using multiple grasp types and highlight potential applications in dexterous manipulation.

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Regrasp Planning of Polygonal Objects Using a Four-Fingered Hand

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  1. Regrasp planning of a polygon in the plane for a 4-fingered handการวางแผนการเปลี่ยนการจับวัตถุหลายเหลี่ยมบนระนาบด้วยมือที่มีสี่นิ้ว โดย นายธนะธร พ่อค้า 457 03433 21 อาจารย์ที่ปรึกษา ดร.อรรถวิทย์ สุดแสง

  2. Outline • Introduction • Condition for grasping • Switching graph • Implementation and results • Conclusion

  3. Introduction • Regrasp • Force-closure • Equilibrium • Concurrent grasp • Parallel grasp • 2-fingered grasp • Switching graph

  4. Introduction • Switching diagram concurrent grasps 2-fingered grasps parallel grasps

  5. Condition for grasping • Sufficient condition a1 C1   a3  a1 a2 C3 a2 C2 a3 “concurrent grasp” three-finger equilibrium grasp

  6. Eb Ec Ea Switching graph • Point in the plane can represent a set of grasps. • Independent contact region Ec Eb Ec Eb Fa,b,c x0 Ea Ea

  7. b c a d Switching graph Fa,b,c Fa,b,d a,b,c a,b,d

  8. Switching graph • Finger aligning Fb,d,e Fa,b,c q1 Fa,b,d q2 . q1 . q2 Fa,b,d

  9. i 2 2 2 2 j Switching graph i C B A 2 2 j O(n3), n is the number of polygon’s edges.

  10. Condition for grasping two-finger equilibrium grasp

  11. Eb Fa,b Ea Switching graph • Focus cell Eb Eb x0 Ea Ea ( - 2 ,  + 2 )

  12. Ea Ed Eb Fa,c Fb,c,d . . . Fa,c Fb,c,d q q q Ec Ec 2 1 4 3 Switching graph • Finger switching

  13. Fa,b Fb,c,d . . q1 q2 Switching graph • Finger aligning Eb q1 q2 Fa,b Ea

  14. i 2 2 Switching graph j O(n2), n is the number of polygon’s edges.

  15. Condition for grasping • three-finger equilibrium grasp with parallel contact forces middle

  16. Condition for grasping  

  17. Condition for grasping . . x1 x2 . x0

  18. Eb Ec Switching graph • Set of parallel grasps Ec Eb Ea

  19. Eb Eb Ec Ec Switching graph • Finger switching Ed Ea

  20. Eb Ed Eb Ed Ea Ec Ec Switching graph • Finger switching

  21. Ea Ed Ed Ea Eb Ec Eb Ec Switching graph • Finger switching

  22. Eb Eb Fa,b Ea Ea Switching graph • Finger switching

  23. Eb Ec Eb Fb,d Ea Ed Switching graph • Finger switching

  24. Eb Eb Ec Fa,b Ea Switching graph • Finger switching Eb Ec Ea

  25. Switching graph • Finger aligning

  26. j i 2 Switching graph β+  - 2θ β β+  - θ α+θ β+θ α α+  + θ α+  + 2θ O(n3), n is the number of polygon’s edges.

  27. Switching graph b,d,f a,b,d g,i,j a,b,c b,e g,h i,j,k k,l j,k,l

  28. Implementation • Polygon objects • 1.8 GHz CPU • C++ & LEDA

  29. Results • Concurrent grasp

  30. Results • Parallel grasp

  31. Results • Concurrent & 2-fingered grasp

  32. Results • Parallel & 2-fingered grasp

  33. Results • All grasps

  34. Results • Connected components

  35. Conclusion • Regrasp planning • Concurrent grasp • 2-fingered grasp • Parallel grasp • Dexterous manipulation • Other conditions for parallel grasp • Random approach

  36. Future works • Optimal grasp • Independent contact region • Minimum force required for resist external force • Closest distance between centroid of contact points and center of mass • Other objects • Polyhedral object • Curved object

  37. Thank you

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