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Lokalizacija s tehnologijo LoRa na frekvenci 2,4 GHz
ID BEVC, MATJAŽ (Author), ID Pustišek, Matevž (Mentor) More about this mentor... This link opens in a new window, ID Mali, Luka (Comentor)

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Abstract
Ob vse bolj obširni digitalizaciji in uporabi interneta stvari se povečuje tudi uporaba tehnologije LoRa. Ta zaradi nizke porabe energije omogoča uporabo na mobilnih napravah z baterijskim napajanjem, pri katerih je pomembna tudi lokacija. Ena od rešitev je uporaba GPS sprejemnika na napravi, vendar to pomeni bolj kompleksno napravo in poveča porabo energije. Tehnologija LoRa omogoča merjenje razdalje med napravami. S podporo frekvenc v pasu 2,4 GHz se je povečala pasovna širina ter razširitveni faktor in s tem tudi natančnost teh meritev. V tej diplomski nalogi je predstavljen in preizkušen način za lokalizacijo oddajnika in sprejemnika, ki uporablja tehnologijo LoRa na frekvenci 2,4 GHz. Z uporabo treh naprav s funkcijo oddajanja in sprejemanja signala (treh sider) na znanih lokacijah je bilo s tekočim povprečenjem rezultatov in trilateracijo mogoče točno (na manj kot 14 m v 95 % meritev) določiti lokacijo LoRa naprave v primeru neposredno vidnih sider. Pri zasenčenju vidne linije z rastjem in možnih odbojih zaradi reliefa in stavb se je točnost poslabšala na 93 m v 95 % meritev, v izjemnih primerih do 400 m.

Language:Slovenian
Keywords:LoRa, lokalizacija, internet stvari, trilateracija
Work type:Undergraduate thesis
Organization:FE - Faculty of Electrical Engineering
Year:2022
PID:20.500.12556/RUL-141516 This link opens in a new window
COBISS.SI-ID:124518403 This link opens in a new window
Publication date in RUL:30.09.2022
Views:1053
Downloads:80
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Secondary language

Language:English
Title:Localization with LoRa technology at 2.4 GHz frequency
Abstract:
The rise of digitalization and the Internet of Things is accompanied by the rise in use of LoRa, a technology that with its low power usage enables the use of mobile, battery-powered devices that also take into account their location. LoRa technology enables the use of ranging – measuring the distance between two LoRa nodes. With support for 2.4 GHz operating band also come a higher bandwidth and spreading factor, which increases the ranging accuracy. One solution would be to use a GPS receiver in conjunction with the LoRa transceiver in order to obtain location information. However, this increases the device complexity and power consumption. The thesis addresses the use of LoRa technology on 2.4 GHz for localization of a LoRa transceiver. With the usage of three transceivers (anchors) on known locations, processing the data with a moving average and trilateration, the unknown location could be estimated precisely (under 14 m in 95 % of measurements) in the line-of- sight scenario. However, in case of shading by foliage and multi-path fading by obstacles, the precision decreased – under 93 m in 95 % of measurements and up to 400 m in extreme cases.

Keywords:LoRa, locating, internet of things, trilateration

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