LoRaWAN Coverage Area Optimization for R2X Robotic Communication Using Spread Spectrum Control

Vol 56, 2024 - 310086
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Abstract

This paper addresses the optimization of robotic communication in dynamic environments using the LoRaWAN protocol and Spread Spectrum Control. The ADR control algorithm, commonly used in static environments, showed limitations in dynamic scenarios, especially with moving robots. The signal quality can be affected by variations in the SNR due to external interferences. To solve this, we propose an algorithm called Forced Data Rate, which, through a practical implementation methodology, adapts the spread spectrum control to the dynamic changes of the environment, improving the connection of the moving robot with the gateway. This method automatically adjusts the spread rate during the route, optimizing the use of SF and maintaining the LoRa system’s coverage range. The results show that this approach improves communication, minimizes failures, and is efficient for mobility applications such as robot to everything (R2X).

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Institutions
  • 1 Instituto Federal de Goiás | (Instituto Federal de Educação, Ciência e Tecnologia de Goiás)
  • 2 Universidade Federal de Goiás
  • 3 Instituto Federal de Educação, Ciência e Tecnologia de Goiás
  • 4 Universidade Federal de Goiás (UFG)
Track
  • 20. TEL&SI – OR in Telecommunications and Information Systems
Keywords
Vehicle-to-everything
Mobile Robotics
LoRaWAN
Robot-to-Everything