A Variational Approach to Strand-Based Modeling of the Human Hand

This paper presents a numerical modeling technique for dynamically modeling a human hand. We use a strand-based method of modeling the muscles. Our technique represents a compromise between capturing the full dynamics of the tissue mechanics and the need for computationally efficient representations for control design and multiple simulations appropriate for statistical planning tools of the hand. We show how to derive a strand-based model in a variational integrator context. Variational integrators are particularly well-suited to resolving closed-kinematic chains, making them appropriate for hand modeling.We demonstrate the technique first with a detailed exposition of modeling an index finger, and then extend the model to a full hand with 19 rigid bodies and 23 muscle strands. We end with a discussion of future work, including the need for impact handling, surface friction representations, and system identification.

[1]  Norah Casey,et al.  The task in hand , 1988 .

[2]  M. Schieber Individuated Finger Movements: Rejecting the Labeled-Line Hypothesis , 1996 .

[3]  J. Marsden,et al.  Discrete mechanics and variational integrators , 2001, Acta Numerica.

[4]  Dinesh K. Pai,et al.  Musculotendon simulation for hand animation , 2008, ACM Trans. Graph..

[5]  J L Sancho-Bru,et al.  A 3-D dynamic model of human finger for studying free movements. , 2001, Journal of biomechanics.

[6]  Anna Kochan,et al.  Shadow delivers first hand , 2005, Ind. Robot.

[7]  Marie-Claude Hepp-Reymond,et al.  3 – Precision Grip in Humans: Temporal and Spatial Synergies , 1996 .

[8]  Wayne E. Carlson,et al.  Anatomy-based modeling of the human musculature , 1997, SIGGRAPH.

[9]  R. L. Linscheid,et al.  Historical perspective of finger joint motion: the hand-me-downs of our predecessors. The Richard J. Smith Memorial Lecture. , 2002, The Journal of hand surgery.

[10]  Jerrold E. Marsden,et al.  Nonsmooth Lagrangian Mechanics and Variational Collision Integrators , 2003, SIAM J. Appl. Dyn. Syst..

[11]  A. Landi Human Hand Function , 2007 .

[12]  F. Valero-Cuevas,et al.  The fundamental thumb‐tip force vectors produced by the muscles of the thumb , 2004, Journal of Orthopaedic Research.

[13]  Alan M. Wing,et al.  Anticipatory Control of Grip Force in Rapid Arm Movement , 1996 .

[14]  M G Pandy,et al.  Computer modeling and simulation of human movement. , 2001, Annual review of biomedical engineering.

[15]  Ying Wu,et al.  Modeling the constraints of human hand motion , 2000, Proceedings Workshop on Human Motion.

[16]  Elena Biryukova,et al.  A Model of Human Hand Dynamics , 1994 .

[17]  Todd D. Murphey,et al.  Scalable Variational Integrators for Constrained Mechanical Systems in Generalized Coordinates , 2009, IEEE Transactions on Robotics.

[18]  Karl H.E. Kroemer,et al.  A Finger Model with Constant Tendon Moment Arms , 1993 .

[19]  Ralph R. Martin,et al.  Mathematics of Surfaces , 2003, Lecture Notes in Computer Science.

[20]  C. Oberlin,et al.  Anatomical Variations of the Extensor Tendons to the Fingers over the Dorsum of the Hand: A Study of 50 Hands and a Review of the Literature , 2004, Plastic and reconstructive surgery.