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ZigBee Home Automation Localization System

机译:ZigBee家庭自动化本地化系统

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In this paper, a localization system of mobile nodes in a ZigBee Home Automation (ZHA) network has been developed. We used the ZigBee wireless protocol for networking due to its low cost, low power consumption, and acceptable data rate for most of smart home control systems, compared to other existing alternatives like Wi-Fi, Bluetooth or ZWave. Between the numerous localization techniques, we used the Received Signal Strength Indicator (RSSI), which can be obtained without the inclusion of additional hardware to the ZigBee nodes. Our system was implemented with three different Artificial Neural Networks (ANN), which results are compared and analysed; with a series of data treatments to avoid communications errors between the nodes and RSSI values fluctuations.
机译:本文开发了ZigBee家庭自动化(ZHA)网络中移动节点的本地化系统。与其他现有替代方案(如Wi-Fi,蓝牙或ZWave)相比,我们将ZigBee无线协议用于联网是因为它的成本低,功耗低以及大多数智能家居控制系统可接受的数据速率。在众多的定位技术之间,我们使用了接收信号强度指示器(RSSI),该信号无需在ZigBee节点上包含其他硬件即可获得。我们的系统是通过三种不同的人工神经网络(ANN)实现的,对结果进行了比较和分析。通过一系列数据处理来避免节点之间的通信错误和RSSI值波动。

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