UAVs Traffic Control based on Multi-Access Edge Computing

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

13 Sitaatiot (Scopus)
166 Lataukset (Pure)

Abstrakti

Given the continuously increasing use of Unmanned Aerial Vehicles (UAVs) in different domains, their management in the uncontrolled airspace has become a necessity. This has given rise to new systems called UAVs Traffic Management (UTM) systems. Nevertheless, currently, there is a lack of communication infrastructures that can support the requirements of UTM systems. Luckily, the envisioned 5G mobile network has introduced the concept of Multi-access Edge Computing (MEC) in its architecture to support mission-critical applications by decreasing the end-to-end latency and the unreliability of communication. In this paper, we evaluate the impact of the network latency and reliability on the control of UAVs' flights. The obtained results show that a UAV can deviate from its intended path with more than $5m$ if the network latency exceeds 400ms and with more than $2m$ if the packet loss probability exceeds 0.2. To overcome these limitations, we have leveraged MEC to provide a new UTM framework that enables an efficient traffic management. Moreover, due to MEC resource-limited nature and in order to give an insight about the resource provisioning, we have evaluated the scalability of the proposed solution in terms of the number of UAVs that can be handled without affecting the efficiency of the proposed UTM framework.
AlkuperäiskieliEnglanti
Otsikko2018 IEEE Global Communications Conference, GLOBECOM 2018
KustantajaIEEE
Sivumäärä6
ISBN (elektroninen)978-1-5386-4727-1
DOI - pysyväislinkit
TilaJulkaistu - 2018
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaIEEE Global Communications Conference - UAE, Abu Dhabi, Yhdistyneet arabiemiirikunnat
Kesto: 9 joulukuuta 201813 joulukuuta 2018
https://globecom2018.ieee-globecom.org/

Julkaisusarja

NimiIEEE Global Communications Conferences
KustantajaIEEE
ISSN (elektroninen)2576-6813

Conference

ConferenceIEEE Global Communications Conference
LyhennettäGLOBECOM
MaaYhdistyneet arabiemiirikunnat
KaupunkiAbu Dhabi
Ajanjakso09/12/201813/12/2018
www-osoite

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  • Projektit

    • 1 Päättynyt

    5G meets II/Taleb

    Taleb, T., Bekkouche, O., Hellaoui, H., Maiouak, M. & El Marai, O.

    01/01/201731/12/2019

    Projekti: Domestic funds and foundations

    Siteeraa tätä

    Bekkouche, O., Taleb, T., & Bagaa, M. (2018). UAVs Traffic Control based on Multi-Access Edge Computing. teoksessa 2018 IEEE Global Communications Conference, GLOBECOM 2018 (IEEE Global Communications Conferences). IEEE. https://doi.org/10.1109/GLOCOM.2018.8647421