A Method of Relay UAV Deployment for Emergency Communication Scenarios in Disaster Areas

This article proposes a relay deployment method that uses UAVs to provide communication services to ground users, especially for emergency communication scenarios in disaster areas.First, a two-layer network communication model is constructed for emergency communication scenarios in disaster areas, and the relay deployment problem is transformed into a multi-objective optimization problem. On this basis, a detailed analysis of the problem is conducted, and a UAV relay deployment method based on the K-means++ algorithm is proposed. The two indicators of the number of UAVs used and the network communication performance are considered in solving the problem. Simulation results show that the proposed method can achieve a balance between the number of relay UAVs used and the achieved network performance.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.1109/cac63892.2024.10865604
Citations
1
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
1.30
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A Method of Relay UAV Deployment for Emergency Communication Scenarios in Disaster Areas

Jun Ye, Qiangqiang Chen, Ray Y. Zhong, Yi Han et al.
1 citations
UAV Applications and Optimization
1.30
article

A Method of Relay UAV Deployment for Emergency Communication Scenarios in Disaster Areas

Jun Ye, Qiangqiang Chen, Ray Y. Zhong, Yi Han, Cancan Tao, Bowen Liu
article en
1 citations

Abstract

This article proposes a relay deployment method that uses UAVs to provide communication services to ground users, especially for emergency communication scenarios in disaster areas.First, a two-layer network communication model is constructed for emergency communication scenarios in disaster areas, and the relay deployment problem is transformed into a multi-objective optimization problem. On this basis, a detailed analysis of the problem is conducted, and a UAV relay deployment method based on the K-means++ algorithm is proposed. The two indicators of the number of UAVs used and the network communication performance are considered in solving the problem. Simulation results show that the proposed method can achieve a balance between the number of relay UAVs used and the achieved network performance.

Kunming University of Science and Technology (CN), University of Science and Technology of China (CN), Yanshan University (CN), Beihang University (CN)
Climate action
Openalex Percentile: Top 11%
UAV Applications and Optimization
1.30
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A Method of Relay UAV Deployment for Emergency Communication Scenarios in Disaster Areas — Jun Ye, Qiangqiang Chen, et al. · (2024) | TGRS Research Map | TGRS