@article{ART003204624},
author={Sang-Chul Kim and Jabborov Akmaljon},
title={Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={5},
pages={97-106}
TY - JOUR
AU - Sang-Chul Kim
AU - Jabborov Akmaljon
TI - Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 5
PB - The Korean Society Of Computer And Information
SP - 97
EP - 106
SN - 1598-849X
AB - Flying ad hoc networks (FANETs) represent a rapidly growing area in wireless communication systems, requiring robust, adaptive, and scalable spectrum allocation strategies. This study proposes a swarm intelligence-based spectrum allocation (SISA) algorithm for FANETs that facilitates decentralized channel assignment through pheromone-inspired coordination. The algorithm was evaluated against greedy, game theory-based, and reinforcement learning-based methods in a virtualized simulation environment built on Mininet-WiFi. Over 100 simulation iterations were conducted for each strategy to ensure result stability and generalization. Metrics such as throughput, latency, interference, packet loss, fairness, and energy efficiency were analyzed. The results demonstrate that SISA considerably outperformed baseline approaches, improving the channel stability and communication reliability while preserving computational simplicity. Furthermore, mathematical formulations and workflow visualizations were conducted to illustrate the logic and advantages of the proposed method.
KW - FANET;spectrum allocation;swarm intelligence;SISA;Mininet-WiFi;UAV
DO -
UR -
ER -
Sang-Chul Kim and Jabborov Akmaljon. (2025). Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi. Journal of The Korea Society of Computer and Information, 30(5), 97-106.
Sang-Chul Kim and Jabborov Akmaljon. 2025, "Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi", Journal of The Korea Society of Computer and Information, vol.30, no.5 pp.97-106.
Sang-Chul Kim, Jabborov Akmaljon "Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi" Journal of The Korea Society of Computer and Information 30.5 pp.97-106 (2025) : 97.
Sang-Chul Kim, Jabborov Akmaljon. Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi. 2025; 30(5), 97-106.
Sang-Chul Kim and Jabborov Akmaljon. "Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi" Journal of The Korea Society of Computer and Information 30, no.5 (2025) : 97-106.
Sang-Chul Kim; Jabborov Akmaljon. Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi. Journal of The Korea Society of Computer and Information, 30(5), 97-106.
Sang-Chul Kim; Jabborov Akmaljon. Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi. Journal of The Korea Society of Computer and Information. 2025; 30(5) 97-106.
Sang-Chul Kim, Jabborov Akmaljon. Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi. 2025; 30(5), 97-106.
Sang-Chul Kim and Jabborov Akmaljon. "Swarm Intelligence-Based Spectrum Allocation for FANETs: A Virtualized Emulation Using Mininet-WiFi" Journal of The Korea Society of Computer and Information 30, no.5 (2025) : 97-106.
