RF Communication and RSSI Based Location Detection with Trilateration Method

被引:0
作者
Cetin, Aml [1 ]
Isikli, Ertugrul [1 ]
Turk, Ahmet Serdar [1 ]
机构
[1] Yildiz Tekn Univ, Elekt & Haberlesme Muhendisligi, Istanbul, Turkiye
来源
32ND IEEE SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU 2024 | 2024年
关键词
RSSI; GNSS; Trilateration; Location Detection; WLAN;
D O I
10.1109/SIU61531.2024.10601015
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, a location determination algorithm has been developed specifically for local use due to the potential unavailability of GNSS systems, which are satellite-based systems, in various war, disaster, and crisis situations. In order to mitigate the risk of GNSS systems becoming unavailable during war, disaster, and crisis situations, a location determination algorithm has been developed by particularly utilizing the trilateration method (Circle Intersection Method) working in local areas, combining RSSI (Received Signal Strength Indicator) parameters. In the research, a TTGO LoRa32 device containing an SX1278 LoRa module and ESP-32 microcontroller, operating in 4 frequency bands of 868/915 MHz, has been used as the communication module and microcontroller. In tests and measurements conducted in a 25000 m2 area, an average accuracy of about 14 meters has been achieved. Increases in the accuracy of location determination have been observed through optimization of system parameters considering channel conditions and simple error correction methods.
引用
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页数:4
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