Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia

An experimental study on the effect of weather conditions such as solar radiation, humidity, temperature, and rain on the Long Range (LoRa) communication in a tropical region (Malaysia) via a campus environment has been carried out and analyzed. The weather parameters were obtained from an online me...

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Main Authors: Elijah, Olakunle, Abdul Rahim, Sharul Kamal, Sittakul, Vitawat, Al-Samman, Ahmed M., Cheffena, Michael, Din, Jafri, Tharek, Abdul Rahman
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2021
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Online Access:http://eprints.utm.my/id/eprint/95469/1/SharulKamal2021_EffectofWeatherConditiononLoRaIoTCommunication.pdf
http://eprints.utm.my/id/eprint/95469/
http://dx.doi.org/10.1109/ACCESS.2021.3080317
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spelling my.utm.954692022-05-31T12:45:07Z http://eprints.utm.my/id/eprint/95469/ Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia Elijah, Olakunle Abdul Rahim, Sharul Kamal Sittakul, Vitawat Al-Samman, Ahmed M. Cheffena, Michael Din, Jafri Tharek, Abdul Rahman TK Electrical engineering. Electronics Nuclear engineering An experimental study on the effect of weather conditions such as solar radiation, humidity, temperature, and rain on the Long Range (LoRa) communication in a tropical region (Malaysia) via a campus environment has been carried out and analyzed. The weather parameters were obtained from an online meteorological weather station (Meteoblue) and the use of a local automatic weather station. A temperature sensor was attached to the LoRa node to measure the onboard temperature. We analyze the diurnal variation and the effects of the weather condition based on the LoRa link in a LoRaWAN setup. A regular pattern of RSSI was observed with stronger RSSI values having a positive correlation with the atmospheric temperature, onboard temperature, and solar radiation during the day but degrades in late evenings. The positive correlation and pattern observed can be attributed to the prevailing metrological conditions and opens room for further research needed for propagation modeling. The RSSI signals and relative humidity, on the other hand, showed no correlation. Furthermore, strong RSSI signals were obtained when the atmospheric temperature was between 30 - 40 °C, and the onboard temperature between 40 - 50 °C. No significant impact was observed on the RSSI signals when the rainfall rates vary from 12 mm/h to 180 mm/h. The study presents useful information to be considered on the effects of weather conditions in the propagation model and deployment of LoRa for IoT communication. Institute of Electrical and Electronics Engineers Inc. 2021 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/95469/1/SharulKamal2021_EffectofWeatherConditiononLoRaIoTCommunication.pdf Elijah, Olakunle and Abdul Rahim, Sharul Kamal and Sittakul, Vitawat and Al-Samman, Ahmed M. and Cheffena, Michael and Din, Jafri and Tharek, Abdul Rahman (2021) Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia. IEEE Access, 9 . pp. 72835-72843. ISSN 2169-3536 http://dx.doi.org/10.1109/ACCESS.2021.3080317
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Elijah, Olakunle
Abdul Rahim, Sharul Kamal
Sittakul, Vitawat
Al-Samman, Ahmed M.
Cheffena, Michael
Din, Jafri
Tharek, Abdul Rahman
Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
description An experimental study on the effect of weather conditions such as solar radiation, humidity, temperature, and rain on the Long Range (LoRa) communication in a tropical region (Malaysia) via a campus environment has been carried out and analyzed. The weather parameters were obtained from an online meteorological weather station (Meteoblue) and the use of a local automatic weather station. A temperature sensor was attached to the LoRa node to measure the onboard temperature. We analyze the diurnal variation and the effects of the weather condition based on the LoRa link in a LoRaWAN setup. A regular pattern of RSSI was observed with stronger RSSI values having a positive correlation with the atmospheric temperature, onboard temperature, and solar radiation during the day but degrades in late evenings. The positive correlation and pattern observed can be attributed to the prevailing metrological conditions and opens room for further research needed for propagation modeling. The RSSI signals and relative humidity, on the other hand, showed no correlation. Furthermore, strong RSSI signals were obtained when the atmospheric temperature was between 30 - 40 °C, and the onboard temperature between 40 - 50 °C. No significant impact was observed on the RSSI signals when the rainfall rates vary from 12 mm/h to 180 mm/h. The study presents useful information to be considered on the effects of weather conditions in the propagation model and deployment of LoRa for IoT communication.
format Article
author Elijah, Olakunle
Abdul Rahim, Sharul Kamal
Sittakul, Vitawat
Al-Samman, Ahmed M.
Cheffena, Michael
Din, Jafri
Tharek, Abdul Rahman
author_facet Elijah, Olakunle
Abdul Rahim, Sharul Kamal
Sittakul, Vitawat
Al-Samman, Ahmed M.
Cheffena, Michael
Din, Jafri
Tharek, Abdul Rahman
author_sort Elijah, Olakunle
title Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
title_short Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
title_full Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
title_fullStr Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
title_full_unstemmed Effect of weather condition on LoRa IoT communication technology in a tropical region: Malaysia
title_sort effect of weather condition on lora iot communication technology in a tropical region: malaysia
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2021
url http://eprints.utm.my/id/eprint/95469/1/SharulKamal2021_EffectofWeatherConditiononLoRaIoTCommunication.pdf
http://eprints.utm.my/id/eprint/95469/
http://dx.doi.org/10.1109/ACCESS.2021.3080317
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score 13.160551