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J Neurophysiol 92: 3097-3105, 2004. First published June 16, 2004; doi:10.1152/jn.00364.2004
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Impedance Control Balances Stability With Metabolically Costly Muscle Activation

David W. Franklin1,3, Udell So2, Mitsuo Kawato1 and Theodore E. Milner3

1ATR Computational Neuroscience Laboratories and 2ATR Human Information Science Laboratories, Keihanna Science City, Kyoto 619–0288, Japan; and 3School of Kinesiology, Simon Fraser University, Burnaby, British Columbia V5A 1S6, Canada

Submitted 9 April 2004; accepted in final form 9 June 2004

Humans are able to stabilize their movements in environments with unstable dynamics by selectively modifying arm impedance independently of force and torque. We further investigated adaptation to unstable dynamics to determine whether the CNS maintains a constant overall level of stability as the instability of the environmental dynamics is varied. Subjects performed reaching movements in unstable force fields of varying strength, generated by a robotic manipulator. Although the force fields disrupted the initial movements, subjects were able to adapt to the novel dynamics and learned to produce straight trajectories. After adaptation, the endpoint stiffness of the arm was measured at the midpoint of the movement. The stiffness had been selectively modified in the direction of the instability. The stiffness in the stable direction was relatively unchanged from that measured during movements in a null force field prior to exposure to the unstable force field. This impedance modification was achieved without changes in force and torque. The overall stiffness of the arm and environment in the direction of instability was adapted to the force field strength such that it remained equivalent to that of the null force field. This suggests that the CNS attempts both to maintain a minimum level of stability and minimize energy expenditure.


Address for reprint requests and other correspondence: D. W. Franklin, ATR Computational Neuroscience Laboratories, 2-2-2 Hikaridai, Keihanna Science City, Kyoto 619-0288, Japan (E-mail: dfrank{at}atr.jp).




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