A Comprehensive Review of Metaheuristic Algorithms for Node Placement in UAV Communication Networks

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Authors: S. A. Temesheva, D. A. Turlykozhayeva, S. N. Akhtanov, N. M. Ussipov, A. A. Zhunuskanov, Wenbin Sun, Qian Xu, Mingliang Tao
Cited by: 2
References: 112

Abstract

Unmanned Aerial Vehicle Communication Networks (UAVCNs) have emerged as a transformative solution to enable resilient, scalable, and infrastructure-independent wireless communication in urban and remote environments. A key challenge in UAVCNs is the optimal placement of Unmanned Aerial Vehicle (UAV) nodes to maximize coverage, connectivity, and overall network performance while minimizing latency, energy consumption, and packet loss. As this node placement problem is NP-hard, numerous meta-heuristic algorithms (MHAs) have been proposed to find near-optimal solutions efficiently. Although research in this area has produced a wide range of meta-heuristic algorithmic solutions, most existing review articles focus on MANETs with terrestrial nodes, while comprehensive reviews dedicated to node placement in UAV communication networks are relatively scarce. This article presents a critical and comprehensive review of meta-heuristic algorithms for UAVCN node placement. Beyond surveying existing methods, it systematically analyzes algorithmic strengths, vulnerabilities, and future research directions, offering actionable insights for selecting effective strategies in diverse UAVCN deployment scenarios. To demonstrate practical applicability, selected hybrid algorithms are evaluated in a reproducible Python framework using computational time and coverage metrics, highlighting their ability to optimize multiple objectives and providing guidance for future UAVCN optimization studies.

Fields of Study & Subjects

UAV Applications and Optimization Opportunistic and Delay-Tolerant Networks IoT and Edge/Fog Computing

Publication details

Journal / source
Sensors
Publisher
MDPI AG
Volume
26
Issue
3
Pages
869–869
Publication date
28 January 2026
Language
EN