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
Link To Document