TY - GEN
T1 - Autonomous training assistant
T2 - 18th International ACM SIGACCESS Conference on Computers and Accessibility, ASSETS 2016
AU - Tadayon, Ramin
AU - McDaniel, Troy
AU - Panchanathan, Sethuraman
N1 - Funding Information:
The authors would like to thank the National Science Foundation and Arizona State University for their funding support. This material is partially based upon work supported by the National Science Foundation under Grant No. 1069125.
PY - 2016/10/23
Y1 - 2016/10/23
N2 - We present a novel framework and system for at-home rehabilitative exercise in the absence of a physical therapist. The framework includes metrics for assessing motor performance on a wide variety of exercises. We present our system, the Autonomous Training Assistant, which utilizes this framework and a low-cost accessible exercise device called the Intelligent Stick to deliver feedback as a user trains at home. We evaluated the system's multimodal feedback mechanism in a case study whose results indicate that individual preference may have a significant effect on modality assignment for optimal learning. We conclude with ideas for future work.
AB - We present a novel framework and system for at-home rehabilitative exercise in the absence of a physical therapist. The framework includes metrics for assessing motor performance on a wide variety of exercises. We present our system, the Autonomous Training Assistant, which utilizes this framework and a low-cost accessible exercise device called the Intelligent Stick to deliver feedback as a user trains at home. We evaluated the system's multimodal feedback mechanism in a case study whose results indicate that individual preference may have a significant effect on modality assignment for optimal learning. We conclude with ideas for future work.
KW - At-home training
KW - Human-computer interaction
KW - Motor learning
KW - Rehabilitation
UR - http://www.scopus.com/inward/record.url?scp=85006725131&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85006725131&partnerID=8YFLogxK
U2 - 10.1145/2982142.2982192
DO - 10.1145/2982142.2982192
M3 - Conference contribution
AN - SCOPUS:85006725131
T3 - ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility
SP - 293
EP - 294
BT - ASSETS 2016 - Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility
PB - Association for Computing Machinery, Inc
Y2 - 24 October 2016 through 26 October 2016
ER -