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数据手套用柔性传感系统及信号特征分析技术

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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.
Flexible sensing systems and signature feature analysis techniques for data gloves
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.

human-computer interactiondata glovetextile based sensorsignal acquisition processingsignal feature extraction

黄辰、胡吉永

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东华大学 纺织学院,上海 201620

东华大学 纺织面料技术教育部重点实验室,上海 201620

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

上海市自然科学基金

22ZR1400800

2024

产业用纺织品
东华大学,全国产业用纺织品科技情报站

产业用纺织品

影响因子:0.309
ISSN:1004-7093
年,卷(期):2024.42(5)