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UAV-to-Ground Multi-Hop Communication Using Backpressure and FlashLinQ-Based Algorithms

Authors :
Chiara Buratti
Charles Jumaa Katila
Giuseppe Caire
Benjamin Okolo
Roberto Verdone
C.J. Katila, B. Okolo, C. Buratti, R. Verdone, G. Caire
Katila, Charles Jumaa
Okolo, Benjamin
Buratti, Chiara
Verdone, Roberto
Caire, Giuseppe
Source :
PIMRC
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

The use of Unmanned Aerial Vehicles (UAVs) for remote sensing and surveillance applications has become increasingly popular in the last decades. This paper investigates the communication between a UAV and a final control center (CC), using static relays located on the ground, to overcome the intermittent connectivity between the two end points, due to the UAV flight. Backpressure and FlashLinQ routing and scheduling algorithms are jointly applied to this scenario. Backpressure has been shown to be able stabilize any input traffic within the network capacity region without requiring knowledge of traffic arrival rates and channel state probabilities. FlashLinQ is used in the scheduling phase to derive a maximal feasible subset of links which can coexist on a given slot without causing harmful interference to each other. Moreover, to overcome the limit on long end-to-end delays of backpressure, we propose a modified algorithm, where relays are selected depending on their proximity to the CC and on the UAV trajectory. Through extensive simulations, we demonstrate that, compared to the benchmark solution based on backpressure, the proposed algorithm is able to reduce delay significantly without any loss in throughput gain.

Details

Database :
OpenAIRE
Journal :
2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
Accession number :
edsair.doi.dedup.....b41c042c8f8d98e84f4c9f75805bec1f
Full Text :
https://doi.org/10.1109/pimrc.2018.8580911