Functional significance of stiffness in adaptation of multijoint arm movements to stable and unstable dynamics

被引:139
作者
Franklin, DW
Burdet, E
Osu, R
Kawato, M
Milner, TE
机构
[1] ATR Computat Neurosci Labs, Seika, Kyoto 6190288, Japan
[2] Simon Fraser Univ, Sch Kinesiol, Burnaby, BC V5A 1S6, Canada
[3] Natl Univ Singapore, Dept Mech Engn, Singapore 119260, Singapore
[4] Natl Univ Singapore, Div Bioengn, Singapore 119260, Singapore
基金
加拿大自然科学与工程研究理事会;
关键词
stability; motor learning; impedance control; endpoint stiffness; inverse dynamics model;
D O I
10.1007/s00221-003-1443-3
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
This study compared the mechanisms of adaptation to stable and unstable dynamics from the perspective of changes in joint mechanics. Subjects were instructed to make point to point movements in force fields generated by a robotic manipulandum which interacted with the arm in either a stable or an unstable manner. After subjects adjusted to the initial disturbing effects of the force fields they were able to produce normal straight movements to the target. In the case of the stable interaction, subjects modified the joint torques in order to appropriately compensate for the force field. No change in joint torque or endpoint force was required or observed in the case of the unstable interaction. After adaptation, the endpoint stiffness of the arm was measured by applying displacements to the hand in eight different directions midway through the movements. This was compared to the stiffness measured similarly during movements in a null force field. After adaptation, the endpoint stiffness under both the stable and unstable dynamics was modified relative to the null field. Adaptation to unstable dynamics was achieved by selective modification of endpoint stiffness in the direction of the instability. To investigate whether the change in endpoint stiffness could be accounted for by change in joint torque or endpoint force, we estimated the change in stiffness on each trial based on the change in joint torque relative to the null field. For stable dynamics the change in endpoint stiffness was accurately predicted. However, for unstable dynamics the change in endpoint stiffness could not be reproduced. In fact, the predicted endpoint stiffness was similar to that in the null force field. Thus, the change in endpoint stiffness seen after adaptation to stable dynamics was directly related to changes in net joint torque necessary to compensate for the dynamics in contrast to adaptation to unstable dynamics, where a selective change in endpoint stiffness occurred without any modification of net joint torque.
引用
收藏
页码:145 / 157
页数:13
相关论文
共 48 条
  • [1] AKAZAWA K, 1983, J NEUROPHYSIOL, V49, P16, DOI 10.1152/jn.1983.49.1.16
  • [2] BENNETT DJ, 1993, EXP BRAIN RES, V95, P488
  • [3] CHARACTERISTICS OF SYNERGIC RELATIONS DURING ISOMETRIC CONTRACTIONS OF HUMAN ELBOW MUSCLES
    BUCHANAN, TS
    ALMDALE, DPJ
    LEWIS, JL
    RYMER, WZ
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1986, 56 (05) : 1225 - 1241
  • [4] The central nervous system stabilizes unstable dynamics by learning optimal impedance
    Burdet, E
    Osu, R
    Franklin, DW
    Milner, TE
    Kawato, M
    [J]. NATURE, 2001, 414 (6862) : 446 - 449
  • [5] A method for measuring endpoint stiffness during multi-joint arm movements
    Burdet, E
    Osu, R
    Franklin, DW
    Yoshioka, T
    Milner, TE
    Kawato, M
    [J]. JOURNAL OF BIOMECHANICS, 2000, 33 (12) : 1705 - 1709
  • [6] THE MECHANICAL-BEHAVIOR OF ACTIVE HUMAN SKELETAL-MUSCLE IN SMALL OSCILLATIONS
    CANNON, SC
    ZAHALAK, GI
    [J]. JOURNAL OF BIOMECHANICS, 1982, 15 (02) : 111 - 121
  • [7] A REEXAMINATION OF THE EFFECTS OF INSTRUCTION ON THE LONG-LATENCY STRETCH REFLEX RESPONSE OF THE FLEXOR POLLICIS LONGUS MUSCLE
    CAPADAY, C
    FORGET, R
    MILNER, T
    [J]. EXPERIMENTAL BRAIN RESEARCH, 1994, 100 (03) : 515 - 521
  • [8] NONLINEAR STRETCH REFLEX INTERACTION DURING COCONTRACTION
    CARTER, RR
    CRAGO, PE
    GORMAN, PH
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1993, 69 (03) : 943 - 952
  • [9] STIFFNESS REGULATION BY REFLEX ACTION IN THE NORMAL HUMAN HAND
    CARTER, RR
    CRAGO, PE
    KEITH, MW
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1990, 64 (01) : 105 - 118
  • [10] The motor system does not learn the dynamics of the arm by rote memorization of past experience
    Conditt, MA
    Gandolfo, F
    MussaIvaldi, FA
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1997, 78 (01) : 554 - 560