一个同步反馈系统改善自闭症谱系障碍受试者的互动相关性

M. A. Yi-Hsiang, Yean Han, Jia-Yeu Lin, S. Cosentino, Yuya Nishio, C. Oshiyama, A. Takanishi
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引用次数: 5

摘要

这项研究是WAS-5机器人项目的一部分,该项目旨在帮助音乐治疗师治疗自闭症谱系障碍(ASD)受试者。ASD受试者面临的挑战之一是社交技能,其中节奏匹配是与其他人互动(如对话和身体活动)时的重要因素。本研究旨在开发一种系统,通过反馈系统训练受试者匹配WAS-5播放的音乐节奏。该系统对被测者的运动速度进行评估,并实时改变音乐的节奏,引导被测者实现节奏同步。本研究通过使用USB相机的光流成功捕获了Tempo,并使用PID控制获得了更好的精度。然而,由于硬件限制和人为因素,错误仍然存在。未来的工作包括对PID进行微调以降低错误率,对硬件进行升级以获得更好的图像采集,以及在实施实际治疗之前对一组ASD受试者进行初步实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Synchronization Feedback System to Improve Interaction Correlation in Subjects With Autism Spectrum Disorder
This research is part of a WAS-5 robot project to make it possible to assist music therapist in treating Autism Spectrum Disorder (ASD) subjects. One of the challenges faced by ASD subjects is social skills where tempo matching is an important factor when interacting with other people such as conversations and physical activities. This research aims to develop a system that trains the subject to match the music tempo played by WAS-5 with a feedback system. The system evaluates the tempo of the subject’s movement and varies the tempo of the music in real-time to guide the subject in order to achieve tempo synchronization. Tempo has been successfully captured in this research through the use of Optical Flow with USB camera and achieved better accuracy using PID control. However, error is still present due to hardware limitations and human factors. Future works includes the fine tuning of the PID to lower error rate, hardware upgrade for better image acquisition, and preliminary experiments with a group of ASD subjects before implementation into actual therapy.
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