数据手套用柔性传感系统及信号特征分析技术  

Flexible sensing systems and signature feature analysis techniques for data gloves

作　　者：黄辰 胡吉永[1,2] Huang Chen;Hu Jiyong(College of Textiles,Ministry of Education,Donghua University,Shanghai 201620,China;Key Laboratory of Textile Science and Technology,Ministry of Education,Donghua University,Shanghai 201620,China)

机构地区：[1]东华大学纺织学院,上海201620 [2]东华大学纺织面料技术教育部重点实验室,上海201620

出　　处：《产业用纺织品》2024年第5期1-9,共9页Technical Textiles

基　　金：上海市自然科学基金(22ZR1400800)。

摘　　要：对数据手套采集信息的各组成部件进行归纳,总结数据手套中的传感系统,重点探讨柔性传感器的制备和传感阵列在手套中的集成。综述数据手套在不同应用场景下对采集信号的处理模式,特别介绍深度学习及神经网络计算方法在手势识别中的研究进展。最后,总结数据手套需突破的问题及未来发展趋势。The components of data gloves collecting information were concluded,the sensor systems in data gloves were summarized,including the preparation of flexible sensors and the integration of sensor array in the gloves.The processing modes of data gloves for the collected signals in different application scenarios were reviewed,and the research progress of deep learning and neural network computing methods in gesture recognition was particularly introduced.Finally,the problems to be broken through and the future development trend of data gloves were summarized.

关 键 词：人机交互 数据手套 纺织基传感器 信号采集处理 信号特征提取 

分 类 号：TS106[轻工技术与工程—纺织工程]