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Constructing 3-dimensional 5G coverage map for real-time airborne missions

Published: 18 September 2020 Publication History

Abstract

With recent deployments of the fifth generation (5G) network and advances in unmanned aerial vehicles, diverse airborne missions that provide high resolution aerial imagery in real-time are possible. However, a reliable inference of 3D cellular coverage is required to provide seamless imagery. As a part of intercontinental 5G testbed activities within Korea-EU 5G Project (PriMO-5G), we construct 3D 5G coverage map manually, to present insights regarding 3D coverage and how to construct its map efficiently. We then devise algorithms for constructing 3D coverage map simultaneously with real-time airborne missions in a cost-effective manner.

References

[1]
X. Lin et al. 2018. The sky is not the limit: LTE for unmanned aerial vehicles. IEEE Commun. Mag. 56, 4 (Apr. 2018), 204--210.
[2]
K. W. Sung et al. 2019. PriMO-5G: making firefighting smarter with immersive videos through 5G. In Proc. 2019 IEEE 2nd 5G World Forum (5GWF), Sep. 30 - Oct. 2, 2019, Dresden, Germany, 280--285.
[3]
3GPP. Unmanned Aerial Systems over 5G. Retrieved from https://www.3gpp.org/technologies/keywords-acronyms/2090-unmanned-aerial-systems-over-5g.
[4]
5G-PPP. 5G!Drones: 5G for Drone-based Vertical Applications. Retrieved from https://5g-ppp.eu/5gdrones/.
[5]
S. Seo, S. Kim, and S. -L. Kim. 2020. A public safety framework for immersive aerial monitoring through 5G commercial network. In Proc. 2020 IEEE WCNCW, Apr. 6 - 9, 2020, Seoul, Korea, 1--6.
[6]
Wowza Media Systems. Low Latency Streaming. Retrieved from https://www.wowza.com/low-latency.
[7]
P. Auer, N. Cesa-Bianchi, Y. Freund, and R. Schapire. 2003. The nonstochastic multi-armed bandit problem. SIAM Journal on Computing 32, 1 (Jan. 2003), 48--77
[8]
P. Auer, N. Cesa-Bianchi, and P. Fischer. 2002. Finite-time analysis of the multiarmed bandit problem. Machine Learning Journal 47, 2--3 (May. 2002), 235--256.
[9]
A. Das Sarma, A. R. Molla and G. Pandurangan. 2012. Near-optimal random walk sampling in distributed networks. In Proc. IEEE INFOCOM, May. 25 - 30, 2012, Orlando, Florida, USA, 2906--2910.

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  • (2023)Toward Semantic Communication Protocols: A Probabilistic Logic PerspectiveIEEE Journal on Selected Areas in Communications10.1109/JSAC.2023.328826841:8(2670-2686)Online publication date: Aug-2023

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cover image ACM Conferences
MobiCom '20: Proceedings of the 26th Annual International Conference on Mobile Computing and Networking
April 2020
621 pages
ISBN:9781450370851
DOI:10.1145/3372224
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 September 2020

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Author Tags

  1. cellular coverage mapping
  2. large-scale 5G aerial field test
  3. multi-armed bandits
  4. online learning
  5. real-time 5G UAV testbed

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  • Institute of Information & communications Technology Planning & Evaluation (IITP)

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  • (2023)Toward Semantic Communication Protocols: A Probabilistic Logic PerspectiveIEEE Journal on Selected Areas in Communications10.1109/JSAC.2023.328826841:8(2670-2686)Online publication date: Aug-2023

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