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Multi-layer Unmanned Aerial Vehicle Networks: Modeling and Performance Analysis

Title
Multi-layer Unmanned Aerial Vehicle Networks: Modeling and Performance Analysis
Authors
Kim, DongsunLee, JeminQuek, Tony Q. S.
DGIST Authors
Lee, Jemin
Issue Date
2020-01
Citation
IEEE Transactions on Wireless Communications, 19(1), 325-339
Type
Article
Article Type
Article
Author Keywords
Aerial networksmultiple network layerunmanned aerial vehiclesstochastic geometryline of sight (LoS) probability
Keywords
ASSISTED CELLULAR NETWORKSCOMMUNICATIONLOS
ISSN
1536-1276
Abstract
In this paper, we establish a foundation for the multi-layer aerial networks (MANs), which are modeled as K layer aerial networks (ANs), where each layer has unmanned aerial vehicles (UAVs) with different densities, floating altitudes, and transmission power. To make the framework applicable for various scenarios in MAN, we consider the transmitter- and the receiver-oriented node association rules as well as the air-to-ground and air-to-air channel models, which form line of sight links with a location-dependent probability. We then newly analyze the association probability, the main link distance distribution, successful transmission probability (STP), and area spectral efficiency (ASE) of MAN. The upper bounds of the optimal densities that maximize STP and ASE are also provided. Finally, in the numerical results, we show the optimal UAV densities of each AN that maximize the ASE and the STP decrease with the altitude of the network. We also show that when the total UAV density is fixed for two layer AN, the use of single layer in higher(lower) altitude only for all UAVs can achieve better performance for low(high) total density case. Otherwise, distributing UAVs in two layers, i.e., MAN, achieves better performance.
URI
http://hdl.handle.net/20.500.11750/11536
DOI
10.1109/TWC.2019.2944378
Publisher
Institute of Electrical and Electronics Engineers
Files:
There are no files associated with this item.
Collection:
Department of Information and Communication EngineeringISC(Information Security and Communication) Lab1. Journal Articles


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