A Computational Technique for Determining the Ground Reaction Forces in Human Bipedal Stance

Our long-term goal is to use a musculoskeletal modeling approach for developing controller algorithms to restore standing balance to individuals with lower extremity paralysis using functional electrical stimulation. This paper describes a technique that facilitates this approach by avoiding the numerical problems associated with modeling the closed kinematic chain formed by the two lower extremities and the ground while standing. Specifically, we propose an optimization technique to estimate the magnitude and origin of the ground reaction force (GRF) vector on one of the feet, resulting in an equivalent open-chain formulation. Using this technique, we performed a series of inverse dynamic computations to determine the GRF and center of pressure (COP) values for five standing postures: neutral, neutral with forward lean, neutral with backward lean, wide, and tandem. The optimization procedure elicited force results that satisfy equilibrium and result in COP locations that are consistent and physically rea...

[1]  Zlatko Matjacic,et al.  Arm-free paraplegic standing. I. Control model synthesis and simulation , 1998 .

[2]  J M Mansour,et al.  Simulation of the double limb support phase of human gait. , 1988, Journal of biomechanical engineering.

[3]  R J Triolo,et al.  Muscle selection and walking performance of multichannel FES systems for ambulation in paraplegia. , 1997, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

[4]  F. Zajac,et al.  Contributions of the individual ankle plantar flexors to support, forward progression and swing initiation during walking. , 2001, Journal of biomechanics.

[5]  F.E. Zajac,et al.  Paraplegic standing controlled by functional neuromuscular stimulation. I. Computer model and control-system design , 1989, IEEE Transactions on Biomedical Engineering.

[6]  G. Yarkony,et al.  Standing the spinal cord injured patient by electrical stimulation: refinement of a protocol for clinical use , 1989, IEEE Transactions on Biomedical Engineering.

[7]  H. Hemami,et al.  Modeling and control of constrained dynamic systems with application to biped locomotion in the frontal plane , 1979 .

[8]  A.D. Kuo,et al.  An optimal control model for analyzing human postural balance , 1995, IEEE Transactions on Biomedical Engineering.

[9]  F.E. Zajac,et al.  Restoring unassisted natural gait to paraplegics via functional neuromuscular stimulation: a computer simulation study , 1990, IEEE Transactions on Biomedical Engineering.

[10]  K. Iqbal,et al.  Stability and control of a frontal four-link biped system , 1993, IEEE Transactions on Biomedical Engineering.

[11]  H. Hemami,et al.  Stability and a control strategy of a multilink musculoskeletal model with applications in FES , 1998, IEEE Transactions on Biomedical Engineering.

[12]  E. J. Haug,et al.  Computer aided kinematics and dynamics of mechanical systems. Vol. 1: basic methods , 1989 .

[13]  Michael W. Walker,et al.  Adaptive control of manipulators containing closed kinematic loops , 1990, IEEE Trans. Robotics Autom..

[14]  Yoshihiko Nakamura,et al.  Advanced robotics - redundancy and optimization , 1990 .

[15]  E. Marsolais,et al.  Implanted Functional Neuromuscular Stimulation systems for individuals with cervical spinal cord injuries: clinical case reports. , 1996, Archives of physical medicine and rehabilitation.

[16]  D Soetanto,et al.  Stabilization of human standing posture using functional neuromuscular stimulation. , 2001, Journal of biomechanics.

[17]  M. Pandy,et al.  A Dynamic Optimization Solution for Vertical Jumping in Three Dimensions. , 1999, Computer methods in biomechanics and biomedical engineering.