Bluetooth Sensor Network Positioning System with Dynamic Calibration

T. Fernández, J. Rodas, C. Escudero, D. Iglesia
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引用次数: 34

Abstract

Positioning systems based on sensor networks is one of the most promising fields in mobile computing. This paper considers the Bluetooth standard to locate devices using the RSSI (Received Signal Strength Indicator). The major problem of working with this parameter is its fluctuation that happens very fast due to changes in the environment. These changes can be caused by humidity or temperature, presence and movement of people, opening and closing of doors, multipath effect, etc... This paper introduces an innovative approach that uses the RSSI information between several fixed wireless beacons to improve the reliability of a Bluetooth positioning system. This information is used to calibrate the sensor responses. The results of several experiments illustrate how the real time calibration improves the precision and the stabilization of the position estimations. Moreover, we show the improvement obtained when increasing the number of beacons.
动态标定蓝牙传感器网络定位系统
基于传感器网络的定位系统是移动计算中最有前途的领域之一。本文考虑了蓝牙标准使用RSSI(接收信号强度指示器)来定位设备。处理该参数的主要问题是,由于环境的变化,它的波动非常快。这些变化可能是由湿度或温度、人的存在和运动、门的打开和关闭、多路径效应等引起的。本文介绍了一种利用多个固定无线信标之间的RSSI信息来提高蓝牙定位系统可靠性的创新方法。该信息用于校准传感器的响应。实验结果表明,实时标定提高了位置估计的精度和稳定性。此外,我们还展示了增加信标数量所获得的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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