Determination Of Microlocation Using the BLE Protocol, and Wireless Sensor Networks

Lyla B. Das, Raghu C. V., Krishna Rao, P. Srinivas, Dency Daniel, Gautham Nagireddy, S. L.
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Abstract

This work deals with the determination of the location of an object with the help of an identification tag using wireless sensor networks. This uses an array of sensors distributed in the path. When the object with identification tag passes through the path, the sensors calculate the approximate distance from each of them with the help of a series of Received Signal Strength Indicator (RSSI) values. The data is collected and is displayed on a user interface provided. Bluetooth Low Energy (BLE) protocol is used in the wireless sensor network. The RSSI values are mapped to corresponding distances by an initial training and this data is used for estimation of the distance. Path loss exponent and curve fitting methods are proposed for estimation of distance from the initial training data. Further, an error reduction method is also proposed for improving the accuracy of the estimation.
使用BLE协议和无线传感器网络确定微定位
这项工作是利用无线传感器网络的识别标签来确定物体的位置。这使用了分布在路径上的传感器阵列。当带有识别标签的物体经过路径时,传感器借助一系列接收信号强度指标(RSSI)值计算出与每个物体的近似距离。数据被收集并显示在提供的用户界面上。蓝牙低功耗(BLE)协议用于无线传感器网络。RSSI值通过初始训练映射到相应的距离,该数据用于估计距离。提出了路径损失指数法和曲线拟合法来估计与初始训练数据的距离。此外,为了提高估计的精度,还提出了一种减小误差的方法。
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