A Novel Virtual Reality Driving Environment for Autism Intervention
نویسندگان
چکیده
Individuals with autism spectrum disorders (ASD) often have difficulty functioning independently and display impairments related to important tasks related to adaptive independence such as driving. Ability to drive is believed to be an important factor of quality of life for individuals with ASD. The presented work describes a novel driving simulator based on a virtual city environment that will be used in the future to impart driving skills to teenagers with ASD as a part of intervention. A physiological data acquisition system, which was used to acquire and process participant’s physiological signals, and an eye tracker, which was utilized to detect eye gaze signals, were each integrated into the driving simulator. These physiological and eye gaze indices were recorded and computed to infer the affective states of the participant in real-time when he/she was driving. Based on the affective states of the participant together with his/her performance, the driving simulator adaptively changes the difficulty level of the task. This VR-based driving simulator will be capable of manipulating the driving task difficulty in response to the physiological and eye gaze indices recorded during the task. The design of this novel driving simulator system and testing data to validate its functionalities are presented in this paper.
منابع مشابه
Development of an integrated program of sensory rehabilitation based on vibroacoustic and virtual reality and its effectiveness on the profile of auditory processing in children with autism spectrum disorder: A Case study
Introduction: People with autism spectrum disorder have sensory abnormalities in addition to social interactions, communication skills, limited interests and stereotyped behaviors. Therefor the present study conducted with the aim of development of an integrated program of sensory rehabilitation based on vibroacoustic and virtual reality and its effectiveness on the profile of auditory, in chil...
متن کاملPhysiology-based Affect Recognition During Driving in Virtual Environment for Autism Intervention
Independent driving is believed to be an important factor of quality of life for individual with autism spectrum disorder (ASD). In recent years, several computer technologies, particularly Virtual Reality (VR), have been explored to improve driving skills in this population. In this work a VR-based driving environment was developed for skill training for teenagers with ASD. Eight channels of p...
متن کاملDesign of a novel virtual reality-based autism intervention system for facial emotional expressions identification
A virtual reality (VR)-based system for evaluating facial emotion recognition ability of teenagers with autism spectrum disorders (ASD) is presented. This system is integrated with a non-contact eye tracker that allows investigation of eye gaze and eye physiological indices (e.g., blink rate) of the participants while they seek to identify the emotion displayed by the avatars in the VR environm...
متن کاملA Novel Virtual Reality Technique (Cervigame®) Compared to Conventional Proprioceptive Training to Treat Neck Pain: A Randomized Controlled Trial
Background: Despite the potential benefits of virtual reality technology in physical rehabilitation, only a few studies have evaluated the efficacy of this type of treatment in patients with neck pain.Objective: The aim of this study was to compare the effects of virtual reality training (VRT) versus conventional proprioceptive training (CPT) in patients with neck pain.Methods: Forty four parti...
متن کاملThe Effect of Global Illumination on Presence in a Virtual Environment for those with Autism Spectrum Disorder
Presence, or the feeling of being there, has been attributed as a driving force for the effectiveness of virtual environment (VE)-based interventions for treating those with Autism Spectrum Disorder (ASD). Therefore, this research sought to measure the extent to which visual realism can induce the presence of those with ASD within a VE intervention, enumerate the specific characteristics of ren...
متن کامل