Towards Postural Synergies for Caging Grasps

Postural synergies have in recent years been successfully used as a low-dimensional representation for the control of robotic hands and in particular for the synthesis of force-closed grasps. This work proposes to study caging grasps using synergies and reports on an initial analysis of postural synergies for such grasps. Caging grasps, which have originally only been analyzed for simple planar objects, have recently been shown to be useful for certain manipulation tasks and are now starting to be investigated also for complicated object geometries. In this workshop contribution, we investigate a synthetic data-set ofcaging grasps of four robotic hands on several every-day objects and report on an analysis of synergies for this data-set.

[1]  Antonio Bicchi,et al.  On the role of hand synergies in the optimal choice of grasping forces , 2010, Auton. Robots.

[2]  Giulio Sandini,et al.  The iCub humanoid robot: An open-systems platform for research in cognitive development , 2010, Neural Networks.

[3]  Alberto Rodriguez,et al.  From caging to grasping , 2011, Int. J. Robotics Res..

[4]  Tamim Asfour,et al.  A new anthropomorphic robotic hand , 2008, Humanoids 2008 - 8th IEEE-RAS International Conference on Humanoid Robots.

[5]  Alberto Rodriguez,et al.  Two Finger Caging: Squeezing and Stretching , 2008, WAFR.

[6]  Christopher Parlitz Hardware for Industrial Gripping at SCHUNK GmbH & Co. KG , 2013 .

[7]  Matei T. Ciocarlie,et al.  Hand Posture Subspaces for Dexterous Robotic Grasping , 2009, Int. J. Robotics Res..

[8]  Vijay Kumar,et al.  Robotic grasping and contact: a review , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[9]  Attawith Sudsang,et al.  Two-Finger Caging of Nonconvex Polytopes , 2011, IEEE Transactions on Robotics.

[10]  P. Allen,et al.  Dexterous Grasping via Eigengrasps : A Low-dimensional Approach to a High-complexity Problem , 2007 .

[11]  Andrew Blake,et al.  Caging planar objects with a three-finger one-parameter gripper , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[12]  Danica Kragic,et al.  Grasping objects with holes: A topological approach , 2013, 2013 IEEE International Conference on Robotics and Automation.

[13]  Carolyn R. Mason,et al.  Hand synergies during reach-to-grasp. , 2001, Journal of neurophysiology.

[14]  Gerd Hirzinger,et al.  DLR's Multisensory Articulated Hand , 1997, ISER.

[15]  Attawith Sudsang,et al.  Two-finger caging of concave polygon , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[16]  Siddhartha S. Srinivasa,et al.  Manipulation planning with caging grasps , 2008, Humanoids 2008 - 8th IEEE-RAS International Conference on Humanoid Robots.

[17]  J. F. Soechting,et al.  Postural Hand Synergies for Tool Use , 1998, The Journal of Neuroscience.

[18]  Yasuo Kuniyoshi,et al.  Grasping by caging: A promising tool to deal with uncertainty , 2012, 2012 IEEE International Conference on Robotics and Automation.

[19]  A. Blake,et al.  1-Parameter Two-Fingered Gripping Systems , 1996 .

[20]  Satoshi Makita,et al.  3D multifingered caging: Basic formulation and planning , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.