基于信道状态信息的WiFi传感老年人监控系统

Hicham Boudlal, Mohammed Serrhini, A. Tahiri
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引用次数: 1

摘要

医疗保健专业人士、工业界和学术界最近都对WiFi传感表达了浓厚的兴趣。这些技术可用于识别敏感人群可能遭受的重大事件,如跌倒、睡眠异常、徘徊行为、呼吸系统疾病和不规则心脏活动。在本文中,我们提出了一种低成本、非侵入性的方法,利用被动WiFi检测的信道状态信息(CSI),无需在给定空间内部署设备即可远程监控老年人。具体来说,我们监测了坐姿和站立活动等变量,并在不同的居住者、各种环境设置和其他WiFi设备干扰的实际情况下进行了实验验证,证明了鲁棒性和可扩展性。我们的研究结果表明,所提出的方法可以投入实际应用,以发现活动并立即向急救人员发出警报,提供快速的医疗援助,挽救生命,最大限度地减少损害,并减少独居老年人的焦虑。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Monitoring System for Elderly People Using WiFi Sensing with Channel State Information
Healthcare professionals, industry, and academics have all recently expressed a strong interest towards WiFi sensing. These techniques could be used to identify critical occurrences that sensitive persons may suffer, such as falls, sleep abnor-malities, wandering behavior, respiratory illnesses, and irregular heart activity. In this paper, we propose a low-cost, non-intrusive method to remotely monitor el-derly people without deploying devices on their bodies in a given space, using channel state information (CSI) from passive WiFi detection. Specifically, we monitored variables such as sitting and standing activity, and experimental valida-tion in practical situations with variable occupants, various environmental set-tings, and interference from other WiFi devices demonstrates robustness and scalability. Our results suggest that the proposed method can be put into practical-real use to detect activity and alert emergency personnel immediately, providing rapid medical assistance, saving lives, minimizing damage, and reducing anxiety for elderly people residing alone.
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