Adaptive synergies: An approach to the design of under-actuated robotic hands

To match the richness and complexity of the sensory and motor functionalities of a human hand with a robust and economically reasonable robotic device remains one of the hardest challenges in the field. Previous work has explored the possibility to exploit insight from neuroscientific results on postural correlation patterns (synergies) taming the sensorimotor complexity of hands. The postural synergy model has been recently extended to account for grasp force control through a model of “soft synergies” which incorporate hand compliance. In this paper we propose a first translation of such principles in the design of a robot hand. It so turns out that the implementation of the soft synergy model in an effective design is not obvious. The solution proposed in this paper rests on ideas coming from under-actuated hand design. We give a synthesis method to realize a desired set of soft synergies through the principled design of adaptive under-actuated mechanisms, which we call the method of adaptive synergies. This approach leads to the design and implementation of a prototype modular hand capable of accommodating an arbitrary number of synergies. The effectiveness of the design is shown in grasping simulations and experiments.

[1]  H. Harry Asada,et al.  Synergistic design of a humanoid hand with hybrid DC motor - SMA array actuators embedded in the palm , 2008, 2008 IEEE International Conference on Robotics and Automation.

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

[3]  Antonio Bicchi,et al.  On motion and force controllability of grasping hands with postural synergies , 2010, Robotics: Science and Systems.

[4]  Gerd Hirzinger,et al.  Passivity-based Object-Level Impedance Control for a Multifingered Hand , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[5]  Antonio Bicchi,et al.  Modelling natural and artificial hands with synergies , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[6]  Clément Gosselin,et al.  Underactuated Robotic Hands , 2008, Springer Tracts in Advanced Robotics.

[7]  Clément Gosselin,et al.  An anthropomorphic underactuated robotic hand with 15 dofs and a single actuator , 2008, 2008 IEEE International Conference on Robotics and Automation.

[8]  W. Marsden I and J , 2012 .

[9]  Easton Ta On the normal use of reflexes. , 1972 .

[10]  S. Gruber,et al.  Robot hands and the mechanics of manipulation , 1987, Proceedings of the IEEE.

[11]  H. Harry Asada,et al.  Inter-finger coordination and postural synergies in robot hands via mechanical implementation of principal components analysis , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[12]  Clément Gosselin,et al.  Underactuation in robotic grasping hands , 2002 .

[13]  Robert D. Howe,et al.  The Highly Adaptive SDM Hand: Design and Performance Evaluation , 2010, Int. J. Robotics Res..

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