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Human Positioning Estimation Method Using Received Signal Strength Indicator (RSSI) in a Wireless Sensor Network

机译:无线传感器网络中使用接收信号强度指示器(RSSI)的人体定位估计方法

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Wireless sensor networks continue to advance due to the recent dramatic progress in sensor devices. The innovative use of the received signal strength indicator (RSSI) will yield new applications in human position estimation, an important function in safe and secure services, especially for the elderly, and energy efficiency in small areas or homes. This paper proposes a simple method for estimating human position, together with a new signal processing procedure that uses RSSI. This method is simple and has the exciting benefit of compatibility with existing devices and existing wireless sensor networks, the current RSSI function is employed more effectively. Two experiments verify the performance of the proposed method. An experiment in a laboratory building showed good performance with 100% accuracy. However, in an actual field trial in a library hosting several wireless sensor devices its accuracy fell to 75%. Estimation performance is expected to improve with the use of multiple paths.
机译:由于传感器设备的最新发展,无线传感器网络继续发展。接收信号强度指示器(RSSI)的创新使用将在人体位置估计中产生新的应用,这在安全和有保障的服务(特别是对于老年人)中起重要作用,并在小区域或家庭中提高能效。本文提出了一种估计人体位置的简单方法,以及使用RSSI的新信号处理程序。该方法简单,具有与现有设备和现有无线传感器网络兼容的令人兴奋的好处,可以更有效地利用当前的RSSI功能。两个实验验证了该方法的性能。在实验室大楼中进行的一项实验显示了100%的准确度。但是,在一个装有多个无线传感器设备的图书馆进行的实际试验中,其准确性下降到75%。预计通过使用多条路径可以提高估计性能。

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