Performance Evaluation of RSSI-based Positioning System with Low-cost LoRa Devices

被引:3
|
作者
Sanchez, Christian
Arpi, Braulio
Vazquez-Rodas, Andres [1 ]
Astudillo-Salinas, Fabian [1 ]
Minchala, Luis I. [1 ]
机构
[1] Univ Cuenca, Cuenca, Ecuador
关键词
LoRa; Positioning System (PS); RSSI; TDoA; ToA;
D O I
10.1145/3345860.3361512
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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.
引用
收藏
页码:37 / 44
页数:8
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