TY - GEN
T1 - Performance Analysis for Multi-Layer Unmanned Aerial Vehicle Networks
AU - Kim, Dongsun
AU - Lee, Jemin
AU - Quek, Tony Q.S.
N1 - Funding Information:
This work was supported in part by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. 2017R1C1B2009280), the DGIST R&D Program of the Ministry of Science and ICT (17-ST-02), and the Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No.2018-0-01410, Development of Radio Transmission Technologies for High Capacity and Low Cost in Ultra Dense Networks).
Publisher Copyright:
© 2018 IEEE.
PY - 2018/7/2
Y1 - 2018/7/2
N2 - In this paper, we provide the model of the multi-layer aerial network (MAN), composed unmanned aerial vehicles (UAVs) that distributed in Poisson point process (PPP) with different transmission power, heights, and densities. In our model, we consider the line of sight (LoS) and non-line of sight (NLoS) channels, which is probabilistically formed. We first derive the probability distribution function (PDF) of the main link distance and the Laplace transform of interference of MAN by considering a transmitter/receiver association based on the strongest average received power. We then analyze the successful transmission probability (STP) of the MAN, and provide the upper bounds of the optimal UAV densities in each layer that maximize the STP of the MAN. Through the numerical results, we show the existence of the optimal height of the aerial network (AN) after exploring the performance tradeoff caused by the height. We also show both the optimal UAV density as well as its upper bound decrease with the height of the ANs.
AB - In this paper, we provide the model of the multi-layer aerial network (MAN), composed unmanned aerial vehicles (UAVs) that distributed in Poisson point process (PPP) with different transmission power, heights, and densities. In our model, we consider the line of sight (LoS) and non-line of sight (NLoS) channels, which is probabilistically formed. We first derive the probability distribution function (PDF) of the main link distance and the Laplace transform of interference of MAN by considering a transmitter/receiver association based on the strongest average received power. We then analyze the successful transmission probability (STP) of the MAN, and provide the upper bounds of the optimal UAV densities in each layer that maximize the STP of the MAN. Through the numerical results, we show the existence of the optimal height of the aerial network (AN) after exploring the performance tradeoff caused by the height. We also show both the optimal UAV density as well as its upper bound decrease with the height of the ANs.
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U2 - 10.1109/GLOCOMW.2018.8644118
DO - 10.1109/GLOCOMW.2018.8644118
M3 - Conference contribution
AN - SCOPUS:85063523561
T3 - 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings
BT - 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE Globecom Workshops, GC Wkshps 2018
Y2 - 9 December 2018 through 13 December 2018
ER -