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Massive UAV-to-Ground Communications: A Mean Field Approach

Abstract: 

This work proposes a real-time movement control algorithm for massive unmanned aerial vehicles (UAVs) that provide emergency cellular connections in an urban disaster site. While avoiding the inter-UAV collision under temporal wind dynamics, the proposed algorithm minimizes each UAV’s energy consumption per unit downlink rate. By means of a mean-field game theoretic flocking approach, the velocity control of each UAV only requires its own location and channel states. Numerical results validate the performance of the algorithm in terms of the number of collisions and energy consumption per data rate, under a realistic 3GPP UAV channel model.

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Paper Details

Authors:
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Submitted On:
23 June 2018 - 2:34am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Hyesung Kim
Paper Code:
spawc18001
Document Year:
2018
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Document Files

SPAWC 2018.pdf

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[1] Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, "Massive UAV-to-Ground Communications: A Mean Field Approach", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3307. Accessed: Sep. 24, 2018.
@article{3307-18,
url = {http://sigport.org/3307},
author = {Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim },
publisher = {IEEE SigPort},
title = {Massive UAV-to-Ground Communications: A Mean Field Approach},
year = {2018} }
TY - EJOUR
T1 - Massive UAV-to-Ground Communications: A Mean Field Approach
AU - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3307
ER -
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim. (2018). Massive UAV-to-Ground Communications: A Mean Field Approach. IEEE SigPort. http://sigport.org/3307
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, 2018. Massive UAV-to-Ground Communications: A Mean Field Approach. Available at: http://sigport.org/3307.
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim. (2018). "Massive UAV-to-Ground Communications: A Mean Field Approach." Web.
1. Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim. Massive UAV-to-Ground Communications: A Mean Field Approach [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3307