Improving accuracy in E-Textiles as a platform for pervasive sensing

Mahsan Rofouei, M. Ghodrat, Yiran Huang, N. Alshurafa, M. Sarrafzadeh
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引用次数: 3

Abstract

Recently Electronic Textile (E-Textile) technology enables the weaving computation and communication components into the clothes that we wear and objects that we interact with every day. E-Textile enables the design and development of a broad range of pervasive sensing systems such as smart bed sheets for sleep posture monitoring, insoles in medical shoes for monitoring plantar pressure distribution, smart garments and sensing gloves. However the low cost of E-Textiles come at the cost of accuracy. In this work we propose an actuator-based method that increases the accuracy of E-Textiles by means of enabling real-time calibration. Our proposed system increases system accuracy by 38.55% on average (maximum 58.4%).
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提高电子纺织品作为普适传感平台的准确性
最近,电子纺织(E-Textile)技术使我们能够将计算和通信组件编织到我们穿的衣服和我们每天接触的物体中。E-Textile能够设计和开发广泛的普适传感系统,例如用于睡眠姿势监测的智能床单,用于监测足底压力分布的医用鞋鞋垫,智能服装和传感手套。然而,电子纺织品的低成本是以准确性为代价的。在这项工作中,我们提出了一种基于执行器的方法,通过启用实时校准来提高电子纺织品的准确性。我们提出的系统将系统准确率平均提高38.55%(最高58.4%)。
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