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An Empirical Model for 433 MHz LoRa-WAN in Ruby Mango Plantation

  • Mahidol University
  • Kasem Bundit University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

Ruby mango is a named mango cultivar that originated in south Florida and is known for its bright red color. This type of mango is grown in the eastern region of Thailand for export. Therefore, an implementation of LPWAN (low power wide-Area network) technologies for smart agriculture applications are required in order to increase the quality or the products. This research focuses to model the LPWAN at 433 MHz for network planning in the farm. The LoRa channel modeling in terms of path-loss calculation uses empirical measurements of RSS (received signal strength) in a ruby mango plantation located in Sakaeo, Thailand. In this research, LoS (line-of-sight) and NLoS (non-line-of-sight) propagation measurement data are collected for path-loss prediction modeling. The proposed model is found to be the better choice (average MAE 3.92 dB) comparing with AITU-R model for planning network in ruby mango plantation.

Original languageEnglish
Title of host publication2023 9th International Conference on Engineering, Applied Sciences, and Technology, ICEAST 2023 - Proceeding
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages25-28
Number of pages4
ISBN (Electronic)9798350322040
DOIs
Publication statusPublished - 2023
Externally publishedYes
Event9th International Conference on Engineering, Applied Sciences, and Technology, ICEAST 2023 - Vientiane, Lao People's Democratic Republic
Duration: 1 Jun 20234 Jun 2023

Publication series

Name2023 9th International Conference on Engineering, Applied Sciences, and Technology, ICEAST 2023 - Proceeding

Conference

Conference9th International Conference on Engineering, Applied Sciences, and Technology, ICEAST 2023
Country/TerritoryLao People's Democratic Republic
CityVientiane
Period1/06/234/06/23

Keywords

  • 433 MHz
  • LPWAN
  • RSS measurement
  • empirical model
  • ruby mango
  • smart agriculture

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