纺织高校基础科学学报2024，Vol.37Issue(2)：72-81,10.DOI:10.13338/j.issn.1006-8341.2024.02.008
情绪监测系统及其在可穿戴领域的应用研究
Research on emotion monitoring system and its application in wearable field
摘要
Abstract
Emotions affect human physical and mental health,making it important to study emotion monitoring systems and products.This paper discusses the three most crucial modules of emotion monitoring systems including sensors,algorithm models and actuators,providing an overview of their applications in the wearable field.Regarding sensors,this article introduces corresponding sensors for different emotional recognition contents,aiming to provide a way for sensor selection.The focus is on introducing flexible sensors and summarizing the materials used for flexible electrodes.In terms of algorithm models,the most commonly used machine learning and deep learning models are introduced.For actuators,feedback devices are presented for expressing and regulating user emotions based on the human body's five senses.Finally,this article focuses on emotion monito-ring products,discusses current issues in the study of emotion monitoring systems,and proposes prospects for the application of emotion monitoring systems in the wearable field,particularly in the textile industry.关键词
情绪监测/传感器/机器学习/执行器/柔性可穿戴Key words
emotion monitoring/sensors/machine learning/actuators/flexible wearables分类
轻工纺织引用本文复制引用
夏敏,李杰,卢妍,任松,方剑..情绪监测系统及其在可穿戴领域的应用研究[J].纺织高校基础科学学报,2024,37(2):72-81,10.基金项目
江苏省市场监督管理局科技计划项目(KJ2024013) （KJ2024013）
江苏省高校自然科学研究重大项目(21KJA540002) （21KJA540002）
