An Optimized Geographic Routing Scheme in SDN-Enabled 5G UAV Networks

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Unmanned Aerial Vehicle (UAV) networks are essential for next-generation communication systems, enabling collaborative swarm operations for applications such as disaster response, surveillance, search, and rescue. However, the dynamic nature of UAV swarms, characterized by high mobility and frequent topology changes, poses significant challenges for efficient and reliable communication. Existing routing protocols, including traditional geographic routing protocols, struggle to maintain optimal performance in such a dynamic environment. To address these issues, we propose in this paper a novel mechanism called GeoSDN-UAV, an SDN-assisted geographic unicast routing protocol, that integrates Greedy Perimeter Stateless Routing (GPSR) with a Software-Defined Networking (SDN) architecture and 5G-enabled ground stations. Using SDN's global network view, the controller dynamically optimizes routes based on real-time mobility of UAVs and link stability, ensuring resilient and efficient data delivery. GeoSDN-UAV is based on 5G ground stations to provide ultra-low latency communication, allowing instantaneous topology updates and routing adjustments when the UAV disconnections occur. The evaluation shows that GeoSDN-UAV significantly optimizes the performance of the UAV network in terms of packet delivery ratio, end-to-end delay, and routing overhead, particularly in high-mobility the UAV environments. Our proposal establishes GeoSDN-UAV as a scalable and reliable solution for the UAV in next-generation 5G and beyond networks.

Original languageEnglish
Title of host publicationPAIS 2025 - Proceeding
Subtitle of host publication7th International Conference on Pattern Analysis and Intelligent Systems
EditorsChaker Abdelaziz Kerrache, Makhlouf Derdour, Nassira Ghoualmi-Zine, Bouhamed Mohammed Mounir
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331526252
DOIs
Publication statusPublished - 2025
Event7th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2025 - Laghouat, Algeria
Duration: Apr 23 2025Apr 24 2025

Publication series

NamePAIS 2025 - Proceeding: 7th International Conference on Pattern Analysis and Intelligent Systems

Conference

Conference7th International Conference on Pattern Analysis and Intelligent Systems, PAIS 2025
Country/TerritoryAlgeria
CityLaghouat
Period4/23/254/24/25

Keywords

  • 5G and Beyond Networks;
  • Geographic Routing Protocol
  • SDN
  • UAVs

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality

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