DocumentCode :
47597
Title :
Design of a Virtual Reality Based Adaptive Response Technology for Children With Autism
Author :
Lahiri, Uttama ; Bekele, E. ; Dohrmann, E. ; Warren, Zachary ; Sarkar, Niladri
Author_Institution :
Electr. Eng. Dept., Indian Inst. of Technol., Gandhinagar, Gandhinagar, India
Volume :
21
Issue :
1
fYear :
2013
fDate :
Jan. 2013
Firstpage :
55
Lastpage :
64
Abstract :
Children with autism spectrum disorder (ASD) demonstrate potent impairments in social communication skills including atypical viewing patterns during social interactions. Recently, several assistive technologies, particularly virtual reality (VR), have been investigated to address specific social deficits in this population. Some studies have coupled eye-gaze monitoring mechanisms to design intervention strategies. However, presently available systems are designed to primarily chain learning via aspects of one´s performance only which affords restricted range of individualization. The presented work seeks to bridge this gap by developing a novel VR-based interactive system with Gaze-sensitive adaptive response technology that can seamlessly integrate VR-based tasks with eye-tracking techniques to intelligently facilitate engagement in tasks relevant to advancing social communication skills. Specifically, such a system is capable of objectively identifying and quantifying one´s engagement level by measuring real-time viewing patterns, subtle changes in eye physiological responses, as well as performance metrics in order to adaptively respond in an individualized manner to foster improved social communication skills among the participants. The developed system was tested through a usability study with eight adolescents with ASD. The results indicate the potential of the system to promote improved social task performance along with socially-appropriate mechanisms during VR-based social conversation tasks.
Keywords :
eye; medical computing; medical disorders; neurophysiology; paediatrics; virtual reality; ASD; VR-based interactive system; VR-based social conversation tasks; VR-based tasks; autism spectrum disorder; coupled eye-gaze monitoring mechanisms; eye physiological responses; eye-tracking techniques; gaze-sensitive adaptive response technology; real-time viewing patterns; social communication skills; social interactions; social task performance; virtual reality based adaptive response technology; Avatars; Bidirectional control; Measurement; Physiology; Real-time systems; Switches; Variable speed drives; Autism spectrum disorder (ASD); blink rate (BR); eye-tracking; fixation duration (FD); pupil diameter (PD); virtual reality (VR); Adolescent; Autistic Disorder; Biofeedback, Psychology; Equipment Design; Eye Movements; Female; Fixation, Ocular; Humans; Imaging, Three-Dimensional; Interpersonal Relations; Male; Therapy, Computer-Assisted; Treatment Outcome; User-Computer Interface;
fLanguage :
English
Journal_Title :
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1534-4320
Type :
jour
DOI :
10.1109/TNSRE.2012.2218618
Filename :
6313918
Link To Document :
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