Title :
An inter-segment allocation strategy for postural control in human reach motions revealed by differential inverse kinematics and optimization
Author :
Zhang, Xudong ; Chaffin, Don B.
Author_Institution :
Dept. of Ind. & Oper. Eng., Michigan Univ., Ann Arbor, MI, USA
Abstract :
This paper describes a unique approach to represent the postural control strategy in human motion as a strategy of allocating effort among body segments. With differential inverse kinematics, this approach quantifies the inter-segment allocation using a set of weighting parameters. The parameter values are estimated through optimization procedures based on simulated annealing such that the reproduced movement profiles best emulate the measured ones. An illustration is provided by testing the approach against experimental seated motion data. Results show that accurate reproductions of measured movements can be achieved, while different strategies during distinctive types of motions are revealed by the relative magnitudes of weighting parameters
Keywords :
biocontrol; biomechanics; differential equations; inverse problems; kinematics; optimisation; differential inverse kinematics; experimental seated motion data; human reach motions; inter-segment allocation strategy; optimization; postural control; weighting parameters; Computational modeling; Cost function; Dynamic programming; Humans; Kinematics; Motion control; Muscles; Musculoskeletal system; Stress; Testing;
Conference_Titel :
Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation., 1997 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-4053-1
DOI :
10.1109/ICSMC.1997.625795