Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks

Alejandro Iglesias-Rivera, Roald Van Glabbeek, Erik Ortiz Guerra, An Braeken, Kris Steenhaut, Héctor Cruz Enriquez

Research output: Contribution to journalArticle

Abstract

It has been demonstrated that LoRa-based wide area networks (WANs) can cover extended areas under harsh propagation conditions. Traditional LoRaWAN solutions based on single-hop access face important drawbacks related to the presence of blind spots. This paper aims to tackle blind spots and performance issues by using a relaying approach. Many researchers investigating multi-hop solutions consider a fixed spreading factor (SF). This simplifies synchronization and association processes, but does not take advantage of the orthogonality between the virtual channels (i.e., frequency, SF) that help to mitigate blind spots. This paper proposes a time-slotted spreading factor hopping (TSSFH) mechanism that combines virtual channels and time slots into a frame structure. Pseudo-random scheduling is used inside blind spots, which simplifies the end-devices’ communication process and network organization. The results show how collisions decrease inside blind spots when more communication opportunities become available as more relaying nodes can be listening in different cells (i.e., frequency, SF-offset, time-offset). This has a direct impact on the collision-free packet delivery ratio (PDR) metric, which improves when more listening windows are opened, at the expense of faster battery depletion.
Original languageEnglish
Article number2253
JournalSensors
Volume22
Issue number6
DOIs
Publication statusPublished - 14 Mar 2022

Keywords

  • IoT
  • random scheduling
  • blind spots
  • LoRa-based

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