DocumentCode :
333039
Title :
Adaptation of arm movement control under repeated perturbations
Author :
Weber, D.J. ; Chi, A. ; He, Ji-Ping
Author_Institution :
Arizona State Univ., Tempe, AZ, USA
Volume :
5
fYear :
1998
fDate :
28 Oct-1 Nov 1998
Firstpage :
2354
Abstract :
To develop control strategies for a prosthetic arm or electrical stimulation of paralyzed muscles, we have designed a novel approach to investigate how the neural system utilizes available sensory information to learn and adapt to a perturbation for the intended arm reaching movement. A parallel approach of both human and animal experiments allows us to collect data from cortical neurons, muscles and arm movement kinematics to analyze coordinated changes in control strategy of various levels in the sensorimotor system. We simultaneously record neural activities in motor cortex, EMG responses in 7 arm muscles, and arm movement trajectories during a visually guided reaching task. Force perturbations (an impulse of 75-100 ms) are delivered through a string attached to the wrist of the moving arm. Preliminary results and data analysis demonstrate that human subjects develop an anticipatory strategy to improve performance of reaching tasks under repeated force perturbations applied to the wrist. The same experimental protocol has been modified to rhesus monkeys with implanted multichannel cortical electrodes. Data collected from this experiment show that correlation of adaptation among individual and populations of cortical neurons, muscle coordination patterns, and kinematics can be established
Keywords :
adaptive control; artificial limbs; force feedback; mechanoception; motion control; neuromuscular stimulation; EMG responses; anticipatory strategy; arm movement control adaptation; arm movement kinematics; arm movement trajectories; available sensory information; control strategies; coordinated changes; cortical neurons; electrical stimulation; force perturbations; implanted multichannel cortical electrode; intended arm reaching movement; motor cortex; neural system; paralyzed muscles; prosthetic arm; repeated perturbations; rhesus monkeys; sensorimotor system; sensory feedback control; visually guided reaching task; Animals; Control systems; Electrical stimulation; Electromyography; Humans; Kinematics; Muscles; Neural prosthesis; Neurons; Wrist;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
ISSN :
1094-687X
Print_ISBN :
0-7803-5164-9
Type :
conf
DOI :
10.1109/IEMBS.1998.744773
Filename :
744773
Link To Document :
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