JOURNAL ARTICLE

Energy efficient resource allocation of IRS-Assisted UAV network

Shuang ZhangSongwen GuYucong ZhouLei ShiHuilong Jin

Year: 2024 Journal:   Electronic Research Archive Vol: 32 (7)Pages: 4753-4771   Publisher: American Institute of Mathematical Sciences

Abstract

<p>The integration of unmanned aerial vehicle (UAV) networks with intelligent reflecting surface (IRS) technology offers a promising solution to enhance wireless communication by dynamically altering signal propagation. This study addresses the challenge of maximizing system energy efficiency (EE) in IRS-assisted UAV networks. The primary objective is to optimize power allocation and IRS reflection design to achieve this goal. To tackle the optimization problem, we employ a block coordinate descent (BCD) method, decomposing it into three subproblems: phase shift optimization, power allocation, and trajectory planning. These subproblems are iteratively solved using an improved particle swarm optimization (PSO) algorithm. Simulation results demonstrate that the proposed PSO algorithm effectively plans high-quality UAV trajectories in complex environments, significantly enhancing EE. The findings suggest that the IRS-assisted UAV model outperforms traditional UAV models, offering substantial improvements in wireless communication quality and EE.</p>

Keywords:
Coordinate descent Computer science Particle swarm optimization Resource allocation Wireless Mathematical optimization Real-time computing Trajectory Block (permutation group theory) Optimization problem Efficient energy use Algorithm Computer network Engineering Telecommunications Electrical engineering Mathematics

Metrics

1
Cited By
0.37
FWCI (Field Weighted Citation Impact)
31
Refs
0.54
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Advanced Wireless Communication Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
UAV Applications and Optimization
Physical Sciences →  Engineering →  Aerospace Engineering
Optical Wireless Communication Technologies
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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