• DocumentCode
    2629633
  • Title

    Effect of progressive visual error amplification on human motor adaptation

  • Author

    Sung, Cynthia ; O´Malley, Marcia K.

  • Author_Institution
    Dept. of Mech. Eng. & Mater. Sci., Rice Univ., Houston, TX, USA
  • fYear
    2011
  • fDate
    June 29 2011-July 1 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Amplification of error has been shown to be an effective technique in increasing the rate and extent of learning for motor tasks and has the potential to accelerate rehabilitation following motor impairment. However, current error amplification methods suffer from reduced effectiveness towards the end of training. In this paper, we propose a new approach, progressive error amplification, in which error gains increase as a trainee´s performance improves. We tested this approach against conventional error augmentation in a controlled experiment wherein 30 subjects adapted to a visually distorted environment by performing target-hitting tasks under one of three conditions (control, constant error amplification, progressive error amplification). Our results showed that compared with repeated practice, error amplification does not accelerate learning or result in improved task performance with respect to trajectory error, although progressive error amplification does produce lower trajectory errors when training conditions are in effect. These results indicate a need for further tuning of error augmentation methods in order to determine their true potential as a training method.
  • Keywords
    learning (artificial intelligence); medical computing; neurophysiology; patient rehabilitation; conventional error augmentation; human motor adaptation; learning; motor impairment; motor tasks; patient rehabilitation; progressive visual error amplification effect; target-hitting tasks; trajectory error; visually distorted environment; Atmospheric measurements; Particle measurements; Robot kinematics; Training; Trajectory; Visualization; Adaptation, Physiological; Humans; Movement; Psychomotor Performance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Rehabilitation Robotics (ICORR), 2011 IEEE International Conference on
  • Conference_Location
    Zurich
  • ISSN
    1945-7898
  • Print_ISBN
    978-1-4244-9863-5
  • Electronic_ISBN
    1945-7898
  • Type

    conf

  • DOI
    10.1109/ICORR.2011.5975399
  • Filename
    5975399