自闭症儿童各种情绪识别的实时监测系统

Tamara Z. Fadhil, A. Mandeel
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引用次数: 6

摘要

一项正在兴起的研究致力于揭示自闭症谱系障碍(ASD)的隐性机制。自闭症儿童不能明确表达自己的感受;这使得与这些孩子有关的父母和监督者很难理解他们的行为,在孩子的初始形成阶段造成了显著的困难。在本文中,实现了一个远程监控自闭症儿童的系统,以帮助专家跟踪患者的进展并分析收集的数据。该系统由NodeMCU ESP8266、皮肤电反应(GSR)传感器、代理(服务器)和智能手机或个人电脑组成。NodeMCU (ESP8266)从GSR传感器读取数据并将其发布到服务器上。该系统观察受试者对不同情绪的反应,如悲伤、快乐、紧张、饥饿、放松和恐惧,然后记录数据。使用消息队列遥测传输(MQTT)协议在线发布数据。最后,对获得的自闭症儿童和非自闭症儿童的数据进行了比较。
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Live Monitoring System for Recognizing Varied Emotions of Autistic Children
A rising line of research that endeavors to uncover implicit mechanisms of Autism Spectrum Disorder (ASD). Children with ASD can't express their feelings unequivocally; this makes it troublesome for the parents and overseers related with these youngsters to comprehend their conductance, Causing a noteworthy difficulty in the child's initial formative stages. In this paper, a system was implemented to monitor children with autism remotely to help specialists follow their patients’ progress and analyzing the collecting data. The system consists of NodeMCU ESP8266, galvanic skin response (GSR) sensor, broker (server) and a smartphone or personal computer. NodeMCU (ESP8266) reads the data from the GSR sensor and publishes it on the server. This system observes the subjects’ reactions to different emotions like sadness, happiness, nervous, hunger, relaxation and trepidation, and then records the data. Message Queuing Telemetry Transport (MQTT) protocol had been used to publish the data online. Finally, a comparison had been made between the obtained data for children with autism and without autism.
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