Edge deduplication for LoRaWAN using network coding

Research output: Contribution to journalArticlepeer-review

Abstract

LoRaWAN is a promising access technology for LPWAN IoT applications. However, the scalability of LoRaWAN has been debated due to its ALOHA-like media access mechanism. While using multiple gateways in the network can improve scalability, it may result in huge increase in traffic. This study presents a novel scheme to improve LoRaWAN scalability when multiple gateways are used without incurring excess backhaul traffic. The proposed scheme uses interflow network coding to encode traffic moving from gateways to network servers. The performance of the proposed scheme is evaluated via simulations. The results show that tremendous bandwidth savings can be achieved using the proposed scheme while allowing deploying more gateways to improve network scalability.

Original languageEnglish
Article number100983
JournalInternet of Things (Netherlands)
Volume24
DOIs
StatePublished - Dec 2023

Bibliographical note

Publisher Copyright:
© 2023 The Author(s)

Keywords

  • Deduplication
  • Edge computing
  • IoT
  • LPWAN
  • LoRaWAN
  • Network coding
  • WSN

ASJC Scopus subject areas

  • Software
  • Computer Science (miscellaneous)
  • Information Systems
  • Engineering (miscellaneous)
  • Hardware and Architecture
  • Computer Science Applications
  • Artificial Intelligence
  • Management of Technology and Innovation

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