基于rsi的低成本LoRa定位系统性能评价

IF 0.6 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Ad Hoc & Sensor Wireless Networks Pub Date : 2019-11-25 DOI:10.1145/3345860.3361512
Christian Sánchez, Braulio Arpi, Andrés Vázquez Rodas, Fabian Astudillo-Salinas, L. I. Minchala
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引用次数: 5

摘要

在过去的几年中,我们目睹了对服务、应用程序和系统的需求不断增长,这些需求依赖于人员和各种事物和小工具的特定位置。目前,全球定位系统(GPS)在全球范围内提供高精度的定位服务。然而,对于需要几个小型、廉价和低功耗设备的应用程序,它并不能有效地工作。在这种情况下,研究人员更愿意使用低成本的无线替代方案,如WiFi、Zigbee、LoRa、Sigfox等。这项工作的目的是双重的。首先,我们评估了Pycom LoRa硬件实现的时间测量和射频能力,以开发一个低成本和不依赖gps的定位系统。然后,根据这些结果,我们提出并评估了基于LoRa技术的基于接收信号强度指标的定位系统。在室外农村环境中广泛的现场测试测量表明,我们可以获得位置估计误差小于锚节点之间最大距离的7%左右。
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Performance Evaluation of RSSI-based Positioning System with Low-cost LoRa Devices
Along the last years, we have witnessed the growing demand for services, applications, and systems that depend on the specific location of both people and a variety of things and gadgets. Currently, the Global Positioning System (GPS) offers good accuracy on-location services around the world. Nevertheless, it does not work efficiently on applications that require several small, cheap, and low power devices. Under such conditions, researchers prefer to work with low-cost wireless alternatives such as WiFi, Zigbee, LoRa, Sigfox, among others. The purpose of this work is twofold. Firstly we evaluate the time-measurement and radio frequency capabilities of Pycom LoRa hardware implementation, in order to develop a low-cost and GPS-independent positioning system. Then, with these results, we propose and evaluate a positioning system with LoRa technology and based on the received signal strength indicator. Extensive field test measurements in outdoor rural environments show that we can obtain position estimation errors lesser than around 7% of the maximum distance between anchor nodes.
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来源期刊
Ad Hoc & Sensor Wireless Networks
Ad Hoc & Sensor Wireless Networks 工程技术-电信学
CiteScore
2.00
自引率
44.40%
发文量
0
审稿时长
8 months
期刊介绍: Ad Hoc & Sensor Wireless Networks seeks to provide an opportunity for researchers from computer science, engineering and mathematical backgrounds to disseminate and exchange knowledge in the rapidly emerging field of ad hoc and sensor wireless networks. It will comprehensively cover physical, data-link, network and transport layers, as well as application, security, simulation and power management issues in sensor, local area, satellite, vehicular, personal, and mobile ad hoc networks.
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