Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand

Renato Cumbal; Javier Herrera; Jefferson Sandoval; Roberto Hincapie; German Arevalo

doi:10.1109/ADMIT57209.2022.00020

Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand

Renato Cumbal, Javier Herrera, Jefferson Sandoval, Roberto Hincapie, German Arevalo

Electronics and Telematics Research Group (GIETEC)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Wireless communication in highways is an important issue for a correct growth of developing cities, generating studies of location and coverage on vehicles communication infrastructure when designing wireless networks on dynamics environment with changing topology. This paper presents the deployment of a VANET infrastructure in several urban scenarios and therefore seeks through an optimization algorithm to efficiently locate the RSUs in the planning area and estimate a changing V2I coverage radius, after that, main objective to be achieved is to provide dynamic coverage of the vehicular network with a previous statistical analysis, that simultaneously with the K-Means clustering method, will differentiate areas with higher vehicular density and to be able to finish with the analysis on the infrastructure, besides estimating the necessary radius change for the RSUs.

Original language	English
Title of host publication	Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	68-73
Number of pages	6
ISBN (Electronic)	9781665454728
DOIs	https://doi.org/10.1109/ADMIT57209.2022.00020
State	Published - 2022
Event	2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022 - Xi'an, China Duration: 23 Sep 2022 → 25 Sep 2022

Publication series

Name	Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022

Conference

Conference	2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022
Country/Territory	China
City	Xi'an
Period	23/09/22 → 25/09/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Keywords

dynamic coverage
infrastructure
K-Means
RSU
V2I
VANET

Access to Document

10.1109/ADMIT57209.2022.00020

Cite this

Cumbal, R., Herrera, J., Sandoval, J., Hincapie, R., & Arevalo, G. (2022). Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand. In Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022 (pp. 68-73). (Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ADMIT57209.2022.00020

Cumbal, Renato ; Herrera, Javier ; Sandoval, Jefferson et al. / Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand. Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 68-73 (Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022).

@inproceedings{6f38da5fd2ef44ed83bb814f9c32433d,

title = "Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand",

abstract = "Wireless communication in highways is an important issue for a correct growth of developing cities, generating studies of location and coverage on vehicles communication infrastructure when designing wireless networks on dynamics environment with changing topology. This paper presents the deployment of a VANET infrastructure in several urban scenarios and therefore seeks through an optimization algorithm to efficiently locate the RSUs in the planning area and estimate a changing V2I coverage radius, after that, main objective to be achieved is to provide dynamic coverage of the vehicular network with a previous statistical analysis, that simultaneously with the K-Means clustering method, will differentiate areas with higher vehicular density and to be able to finish with the analysis on the infrastructure, besides estimating the necessary radius change for the RSUs.",

keywords = "dynamic coverage, infrastructure, K-Means, RSU, V2I, VANET",

author = "Renato Cumbal and Javier Herrera and Jefferson Sandoval and Roberto Hincapie and German Arevalo",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022 ; Conference date: 23-09-2022 Through 25-09-2022",

year = "2022",

doi = "10.1109/ADMIT57209.2022.00020",

language = "English",

series = "Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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}

Cumbal, R, Herrera, J, Sandoval, J, Hincapie, R & Arevalo, G 2022, Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand. in Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022. Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022, Institute of Electrical and Electronics Engineers Inc., pp. 68-73, 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022, Xi'an, China, 23/09/22. https://doi.org/10.1109/ADMIT57209.2022.00020

Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand. / Cumbal, Renato; Herrera, Javier; Sandoval, Jefferson et al.
Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 68-73 (Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand

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AU - Herrera, Javier

AU - Sandoval, Jefferson

AU - Hincapie, Roberto

AU - Arevalo, German

PY - 2022

Y1 - 2022

N2 - Wireless communication in highways is an important issue for a correct growth of developing cities, generating studies of location and coverage on vehicles communication infrastructure when designing wireless networks on dynamics environment with changing topology. This paper presents the deployment of a VANET infrastructure in several urban scenarios and therefore seeks through an optimization algorithm to efficiently locate the RSUs in the planning area and estimate a changing V2I coverage radius, after that, main objective to be achieved is to provide dynamic coverage of the vehicular network with a previous statistical analysis, that simultaneously with the K-Means clustering method, will differentiate areas with higher vehicular density and to be able to finish with the analysis on the infrastructure, besides estimating the necessary radius change for the RSUs.

AB - Wireless communication in highways is an important issue for a correct growth of developing cities, generating studies of location and coverage on vehicles communication infrastructure when designing wireless networks on dynamics environment with changing topology. This paper presents the deployment of a VANET infrastructure in several urban scenarios and therefore seeks through an optimization algorithm to efficiently locate the RSUs in the planning area and estimate a changing V2I coverage radius, after that, main objective to be achieved is to provide dynamic coverage of the vehicular network with a previous statistical analysis, that simultaneously with the K-Means clustering method, will differentiate areas with higher vehicular density and to be able to finish with the analysis on the infrastructure, besides estimating the necessary radius change for the RSUs.

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KW - V2I

KW - VANET

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BT - Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022

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Cumbal R, Herrera J, Sandoval J, Hincapie R, Arevalo G. Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand. In Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 68-73. (Proceedings - 2022 International Conference on Algorithms, Data Mining, and Information Technology, ADMIT 2022). doi: 10.1109/ADMIT57209.2022.00020

Dynamic coverage infrastructure of vehicles in VANET with scalable environments on demand

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Keywords

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