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The Application of LoRaWAN Wireless Communication Protocol in Device Positioning

机译:LoRaWAN无线通信协议在设备定位中的应用

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Internet of Things (IoT) has been attracting attention from various domains over the last few years. While IoT devices continuously monitor environmental properties and provide remotely controllable functions, the geospatial location of IoT devices is an expensive information to obtain. Whereas Global Positioning System (GPS) is a commonly-used positioning technology, large power-consumption and excessive cost of adding GPS receiver in every IoT device is not realistic. Therefore, this paper presents a design and implementation of a positioning system using a local wireless communication protocol called LoRaWAN. LoRaWAN is a low-power, wireless communication technology recently proposed to transmit information between IoT devices. A device's position can be estimated by monitoring a location dependent parameter (LDP) such as received signal strength indicator (RSSI), which measures received signal strength, time of arrival (TOA), which measures the time duration of signal travel, and time difference of arrival (TDOA), which measures the TOA differences between gateways. While recent studies show that TDOA has a better accuracy than RSSI and TOA requires a signal's start time, this research aims at examining the applicability of TDOA position algorithm on LoRaWAN. The evaluation result shows that the proposed solution shows acceptable positioning accuracy around 100 meters.
机译:过去几年,物联网(IoT)一直吸引着各个领域的关注。物联网设备持续监控环境属性并提供可远程控制的功能时,物联网设备的地理空间位置是获取昂贵的信息。尽管全球定位系统(GPS)是一种常用的定位技术,但是在每个物联网设备中增加功耗和大量增加GPS接收器的成本并不现实。因此,本文提出了一种使用称为LoRaWAN的本地无线通信协议的定位系统的设计和实现。 LoRaWAN是最近提出的一种低功耗无线通信技术,旨在在IoT设备之间传输信息。可以通过监视位置相关参数(LDP)(例如接收信号强度指示器(RSSI))来估计设备的位置,该参数测量接收信号强度,到达时间(TOA),测量信号传播的持续时间以及时差到达时间(TDOA),它测量网关之间的TOA差异。尽管最近的研究表明TDOA的精度比RSSI更好,并且TOA需要信号的开始时间,但本研究旨在检验TDOA位置算法在LoRaWAN上的适用性。评估结果表明,所提出的解决方案在100米附近显示了可接受的定位精度。

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