Energy Consumption and Proximity Accuracy of BLE Beacons for Internet of Things Applications

Andrew Mackey, P. Spachos
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引用次数: 5

Abstract

In the Internet of Things (IoT) era, with millions of connected devices to the internet, indoor location services regarding room discovery and resource identification/tracking are among the most popular applications for smart homes and smart buildings. Bluetooth Low Energy (BLE) beacons are a promising solution to improve the scalability and accuracy of indoor localization applications. They are low cost, configurable, small transmitters designed to attract attention to a specific location. In this paper, we investigate three popular BLE beacon devices available on the market and compare them in terms of energy consumption and proximity accuracy for indoor localization services. In addition, two state-estimation filters are developed for the Android mobile platform in order to improve the proximity accuracy when using smartphone devices. Specifically, a static Kalman filter and Gaussian filter are implemented.
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物联网应用中BLE信标的能耗和接近精度
在物联网(IoT)时代,数以百万计的设备连接到互联网,关于房间发现和资源识别/跟踪的室内定位服务是智能家居和智能建筑最受欢迎的应用之一。蓝牙低功耗(BLE)信标是一种很有前途的解决方案,可以提高室内定位应用的可扩展性和准确性。它们是低成本,可配置的小型发射器,旨在吸引对特定位置的注意。在本文中,我们研究了市场上三种流行的BLE信标设备,并比较了它们在室内定位服务中的能耗和接近精度。此外,针对Android移动平台开发了两种状态估计滤波器,以提高智能手机设备使用时的接近精度。具体来说,实现了静态卡尔曼滤波器和高斯滤波器。
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