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Distributed multi-objective consumer-centric routing for LoRa-based IoT-enabled FANET

Omer Chughtai, Muhammad Waqas Rehan, Muhammad Naeem*, Ali Hamdan Alenezi, Sajjad Ali Haider

*Corresponding author for this work

Abstract

LoRa-enabled Flying Ad Hoc Networks (FANETs) offer long-range and energy-efficient connectivity for next-generation IoT and post-disaster communication infrastructures, yet their performance is fundamentally constrained by limited bandwidth, dynamic topologies, and uneven energy depletion across aerial nodes. This work develops a distributed consumer-centric multi-objective routing framework (Proposed-CCR) that jointly optimizes residual energy, link quality, and flow-level priority through a lightweight utility-driven forwarding mechanism. The design integrates composite cost modeling, two-hop neighbor awareness, adaptive path monitoring, and local repair to ensure scalable, resilient, and delay-aware multi-hop communication. Extensive simulations demonstrate that Proposed-CCR reduces per-packet energy consumption by 28–35%, extends network lifetime by over 35%, and decreases high-priority flow delay by nearly 40% relative to state-of-the-art schemes including MinHop, ACOR, GCCR, and BBCCR. These results confirm the effectiveness of a consumer-centric, LoRa-aware multi-objective heuristic for UAV-IoT integration and emergency communication scenarios, while highlighting practical opportunities for sustainable and resource-efficient airborne networking architectures.

Original languageEnglish
Article number108368
JournalFuture Generation Computer Systems
Volume179
ISSN0167-739X
DOIs
Publication statusPublished - 06.01.2026

Funding

The authors extend their appreciation to the Deanship of Scientific Research at Northern Border University , Arar, KSA for funding this research work through the project number “ NBU-FPEJ-2026-2159-01 ”.

FundersFunder number
Northern Border UniversityNBU-FPEJ-2026-2159-01

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 3 - Good Health and Well-being
      SDG 3 Good Health and Well-being
    2. SDG 7 - Affordable and Clean Energy
      SDG 7 Affordable and Clean Energy
    3. SDG 9 - Industry, Innovation, and Infrastructure
      SDG 9 Industry, Innovation, and Infrastructure
    4. SDG 11 - Sustainable Cities and Communities
      SDG 11 Sustainable Cities and Communities
    5. SDG 12 - Responsible Consumption and Production
      SDG 12 Responsible Consumption and Production

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