Regrasp Planning of Polygonal Objects Using a Four-Fingered Hand
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.
Regrasp Planning of Polygonal Objects Using a Four-Fingered Hand
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Presentation Transcript
Regrasp planning of a polygon in the plane for a 4-fingered handการวางแผนการเปลี่ยนการจับวัตถุหลายเหลี่ยมบนระนาบด้วยมือที่มีสี่นิ้ว โดย นายธนะธร พ่อค้า 457 03433 21 อาจารย์ที่ปรึกษา ดร.อรรถวิทย์ สุดแสง
Outline • Introduction • Condition for grasping • Switching graph • Implementation and results • Conclusion
Introduction • Regrasp • Force-closure • Equilibrium • Concurrent grasp • Parallel grasp • 2-fingered grasp • Switching graph
Introduction • Switching diagram concurrent grasps 2-fingered grasps parallel grasps
Condition for grasping • Sufficient condition a1 C1 a3 a1 a2 C3 a2 C2 a3 “concurrent grasp” three-finger equilibrium grasp
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
b c a d Switching graph Fa,b,c Fa,b,d a,b,c a,b,d
Switching graph • Finger aligning Fb,d,e Fa,b,c q1 Fa,b,d q2 . q1 . q2 Fa,b,d
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.
Condition for grasping two-finger equilibrium grasp
Eb Fa,b Ea Switching graph • Focus cell Eb Eb x0 Ea Ea ( - 2 , + 2 )
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
Fa,b Fb,c,d . . q1 q2 Switching graph • Finger aligning Eb q1 q2 Fa,b Ea
i 2 2 Switching graph j O(n2), n is the number of polygon’s edges.
Condition for grasping • three-finger equilibrium grasp with parallel contact forces middle
Condition for grasping . . x1 x2 . x0
Eb Ec Switching graph • Set of parallel grasps Ec Eb Ea
Eb Eb Ec Ec Switching graph • Finger switching Ed Ea
Eb Ed Eb Ed Ea Ec Ec Switching graph • Finger switching
Ea Ed Ed Ea Eb Ec Eb Ec Switching graph • Finger switching
Eb Eb Fa,b Ea Ea Switching graph • Finger switching
Eb Ec Eb Fb,d Ea Ed Switching graph • Finger switching
Eb Eb Ec Fa,b Ea Switching graph • Finger switching Eb Ec Ea
Switching graph • Finger aligning
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.
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
Implementation • Polygon objects • 1.8 GHz CPU • C++ & LEDA
Results • Concurrent grasp
Results • Parallel grasp
Results • Concurrent & 2-fingered grasp
Results • Parallel & 2-fingered grasp
Results • All grasps
Results • Connected components
Conclusion • Regrasp planning • Concurrent grasp • 2-fingered grasp • Parallel grasp • Dexterous manipulation • Other conditions for parallel grasp • Random approach
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