Title
Autonomous Training Assistant: A System and Framework for Guided At-Home Motor Learning.
Abstract
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.
Year
DOI
Venue
2016
10.1145/2982142.2982192
ASSETS
Keywords
Field
DocType
Rehabilitation,Human-Computer Interaction,At-Home Training,Motor Learning
Physical therapist,Motor learning,Optimal learning,Computer science,Human–computer interaction,Train,Multimedia
Conference
Citations 
PageRank 
References 
2
0.37
3
Authors
3
Name
Order
Citations
PageRank
Ramin Tadayon1218.54
Troy L. McDaniel210124.56
Sethuraman Panchanathan31431152.04