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首页> 外文期刊>Sensors Journal, IEEE >BLUESOUND: A New Resident Identification Sensor—Using Ultrasound Array and BLE Technology for Smart Home Platform
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BLUESOUND: A New Resident Identification Sensor—Using Ultrasound Array and BLE Technology for Smart Home Platform

机译:BLUESOUND:一种新型居民身份传感器—将超声波阵列和BLE技术用于智能家居平台

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摘要

Activity recognition through ambient sensors in a smart home can efficiently monitor residents’ abnormal behaviors in daily life, while not adding extra burdens caused by wearable sensors. Monitoring and separating the activities of a specific individual in a multi-residential home is still, however, a significant challenge for these smart home applications. This paper proposes a new human identification sensor, which can efficiently differentiate multiple residents in a home environment to detect their height as a unique bio-feature. This sensor includes three sensing/communication modules: pyroelectric infrared (PIR) occupancy, ultrasound array, and bluetooth low energy (BLE) communication modules. The PIR occupancy module is used to detect the moving direction, while the ultrasound array module detects the moving residents’ height. The combination of these two sensing technologies can be used to then detect the moving velocity. The BLE advertising mode is then used to communicate these data to the data server. A new embedded algorithm increased the energy efficiency of this identification technology. A comprehensive modeling and experiments are done to assess the performance of this sensor and the results are provided.
机译:通过智能家居中的环境传感器进行活动识别,可以有效监视居民日常生活中的异常行为,而不会增加可穿戴式传感器带来的额外负担。但是,对于这些智能家居应用程序而言,监视和分离多户住宅中特定个体​​的活动仍然是一项重大挑战。本文提出了一种新型的人类识别传感器,该传感器可以有效区分家庭环境中的多个居民,以将其身高检测为独特的生物特征。该传感器包括三个传感/通信模块:热释电红外(PIR)占用,超声阵列和蓝牙低能耗(BLE)通信模块。 PIR占用模块用于检测移动方向,而超声阵列模块则用于检测移动居民的身高。这两种传感技术的组合可用于检测运动速度。然后,使用BLE广告模式将这些数据传递到数据服务器。一种新的嵌入式算法提高了该识别技术的能效。进行了全面的建模和实验以评估该传感器的性能,并提供了结果。

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