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Modeling of motor control on manual tracking for developing a handmovement-compensation technique

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Abstract

Skillful motor control by humans is achieved by the appropriate motor commands generating from the central nervous system. An internal model in the cerebellum may contribute to the realization of accurate motor control. In this work, a model of human motor control of manual tracking to move a visible target was constructed based on experimental data from a visual tracking test with normal healthy adults and with patients with cerebellar ataxia. A compensation method to improve the motor function of patients was also developed by using the model.

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References

  1. Rothwell J (1994) Control of human voluntary movement, 2nd edn. Chapman & Hall, London

    Google Scholar 

  2. Ito M (2000) Mechanisms of motor learning in the cerecellum. Brain Res 1:1–9

    Google Scholar 

  3. Sanner RM, Kosha M (1999) A mathematical model of the adaptive control of human arm motions. Biol Cybern 80:369–382

    Article  MATH  Google Scholar 

  4. Kawato M, Furukawa K, Suzuki R (1987) A hierarchical neural-network model for control and learning of voluntary movement. Biol Cybern 57:169–185

    Article  MATH  Google Scholar 

  5. Miall RC, Weir DJ, Wolpert DM, et al. (1993) Is the cerebellum a Smith predictor? J Motor Behav 25:203–216

    Article  Google Scholar 

  6. Nakamura M, Sugi T, Shibasaki H, et al. (1993) A method for analyzing characteristics of manual tracking of a visual target by using an artificial neural network (in Japanese, with English abstract). Jpn J MEBE 31:245–253

    Google Scholar 

  7. Ide J, Sugi T, Nakamura M, et al. (2000) Quantitative evaluation of the learning effect for different movement disorders by use of manual tracking to a moving visual target (in Japanese). Commer Rev Seinan Gakuin Univ 46:347–361

    Google Scholar 

  8. Vercher JL, Zgauthier GM, (1992) Oculo-manual coordination control: ocular and manual tracking of visual targets with delayed visual feedback of the hand motion. Exp Brain Res 90:599–609

    Article  Google Scholar 

  9. Lan N (1997). Analysis of an optimal control model of multi-joint arm movements. Biol. Cybern 76:107–117

    Article  MATH  Google Scholar 

  10. Kashima T, Isurugi Y (1998) Trajectory formation based on physiological characteristics of skeletal muscles. Biol Cybern 78:413–422

    Article  MATH  Google Scholar 

  11. Camacho EF, Bordons C (1999) Model predictive control. Springer, Berlin Heidelberg

    MATH  Google Scholar 

Download references

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Correspondence to T. Sugi.

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Sugi, T., Nakamura, M., Ide, J. et al. Modeling of motor control on manual tracking for developing a handmovement-compensation technique. Artif Life Robotics 7, 112–117 (2003). https://doi.org/10.1007/BF02481158

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  • DOI: https://doi.org/10.1007/BF02481158

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