PSO-OLSR: A Particle Swarm Optimization based Proactive Routing Protocol for UAV Networks

Fatima Zahra Rabahi, Saadi Boudjit, Nour El Houda Bahlou, Soufiene Djahel, Chems Eddine Bemmoussat

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

1 Citation (Scopus)

Abstract

The application spectrum of Unmanned Aerial Vehicles (UAVs) has been expanding rapidly in recent years, beyond their intended original use in the military sector, to target many strategic civilian sectors such as agriculture, rescues, surveillance etc. In this paper, we focus on the application of UAVs in disaster scenarios to provide efficient and rapid alternative to the damaged communication infrastructure. In this context, a swarm of UAVs is deployed as a wireless mesh network to provide connectivity to users on the ground and ensure real-time communication between rescue teams. To this end, we proposed a new routing protocol, named Particle Swarm Optimization enabled OLSR (PSO-OLSR) to create and maintain connectivity within the mesh network. PSO-OLSR consists of three phases; the initialization phase where OLSR is used to compute routes that enable UAVs to operate collaboratively. Afterwards, due to UAVs’ high speeds, their dynamically changing topologies, and their three-dimensional mobility, a Particle Swarm Optimization (PSO) model is designed to maintain the UAVs connectivity within the deployed mesh network. PSO-OLSR’s performance has been evaluated through simulation and compared against the legacy OLSR. The obtained results show that PSO-OLSR outperforms OLSR in terms of packet delivery ratio and end-to-end delay.
Original languageEnglish
Title of host publication2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)
PublisherInstitute of Electrical and Electronics Engineers Inc.
Number of pages7
ISBN (Electronic)9781665454681
ISBN (Print)9781665454698
DOIs
Publication statusPublished - 18 Jan 2023
Externally publishedYes
Event2022 IEEE 96th Vehicular Technology Conference - London/Beijing, London, United Kingdom
Duration: 26 Sep 202229 Sep 2022
Conference number: 96
https://events.vtsociety.org/vtc2022-fall/

Publication series

NameIEEE Vehicular Technology Conference
PublisherIEEE
ISSN (Print)1550-2252

Conference

Conference2022 IEEE 96th Vehicular Technology Conference
Abbreviated titleVTC2022-Fall
Country/TerritoryUnited Kingdom
CityLondon
Period26/09/2229/09/22
Internet address

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