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Cross-Layer Communication and Networking Design for UAV Swarms: Modalities, Architectures, and Intelligent Adaptation

  • Azzam Almekhlafi*
  • , Yunes Alqudsi
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Timely and dependable information exchange is essential for large-scale unmanned aerial vehicle (UAV) swarms to coordinate under their fast motion, intermittent links, and limited energy on board. However, swarm deployments increasingly must contend with spectrum contention and jamming, as well as a lack of dependable infrastructure, which can reveal the shortcomings of traditional radio-frequency (RF) networking. This paper presents a synthesized overview of communication technologies and networking architectures for UAV swarm operations in FANETs. Representative studies were identified by a structured search and screening process across major venues of scholarly output, which are synthesized using a cross-layer lens including physical links, medium access, routing, information-centric networking, learning-enabled adaptation, and security. In this article, We compare RF/cellular with emerging high-capacity links including millimeter-wave and free-space optical communication, and then show how routing/indirection and content/function-centric paradigms (NDN/NFN) can mitigate fragility imposed by reliance on brittle end-to-end paths. Lastly, we analyse learning-based control (especially multi-agent reinforcement learning) for communication-aware mobility and resources management, as well as security approaches for contested settings. The resulting design perspective highlights recurring trade-offs among reliability, latency, throughput, energy, and integrity, and identifies practical research directions toward more robust and deployable swarm communication systems.

Original languageEnglish
Title of host publication2026 6th International Conference on Emerging Smart Technologies and Applications, eSmarTA 2026
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798319519238
DOIs
StatePublished - 2026
Event6th International Conference on Emerging Smart Technologies and Applications, eSmarTA 2026 - Dhamar, Yemen
Duration: 4 Aug 2026 → 5 Aug 2026

Publication series

Name2026 6th International Conference on Emerging Smart Technologies and Applications, eSmarTA 2026

Conference

Conference6th International Conference on Emerging Smart Technologies and Applications, eSmarTA 2026
Country/TerritoryYemen
CityDhamar
Period4/08/26 → 5/08/26

Bibliographical note

Publisher Copyright:
© 2026 IEEE.

Keywords

  • 5G/6G aerial networks
  • cross-layer design
  • flying ad hoc networks (FANETs)
  • information-centric networking (ICN)
  • multi-agent reinforcement learning (MARL)
  • resilient aerial networking
  • swarm communications
  • UAV swarms

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Safety, Risk, Reliability and Quality
  • Modeling and Simulation

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