Enhancing Data Collection in Vehicular Network Through Clustering Optimization
In: International Wireless Communications and Mobile Computing Conference ; https://hal.science/hal-04224793 ; International Wireless Communications and Mobile Computing Conference, Jun 2023, Marrakech, Morocco, 2023
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Zugriff:
International audience ; In this paper, we present a novel approach to enhance data collection in Vehicular Ad-Hoc NETworks (VANETs). VANETs are a growing area of interest due to their unique characteristics and challenges, such as rapidly changing topology and frequent network disruptions. Efficient data collection is a critical issue in vehicular networks and has therefore become a focus of research. To address this challenge, we propose a stable clustering optimization solution based on adaptive multiple metrics. The cluster head selection is done based on both mobility metrics, such as position and relative speed, and Quality of Service (QoS) metrics, such as neighborhood degree and link quality. The proposed solution has been tested and evaluated through simulations using a vehicular mobility simulator in a realistic urban environment. The results show that the proposed approach provides more stable clusters with higher QoS, and allows for the selection of the appropriate cluster head to collect data from the vehicles and forward it to the destination.
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Enhancing Data Collection in Vehicular Network Through Clustering Optimization
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Autor/in / Beteiligte Person: | Boucetta, Chérifa ; Lassabe, Frédéric ; Baala, Oumaya ; Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 (CRESTIC) ; Université de Reims Champagne-Ardenne (URCA) ; Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174) (FEMTO-ST) ; Université de Technologie de Belfort-Montbeliard (UTBM)-Ecole Nationale Supérieure de Mécanique et des Microtechniques (ENSMM)-Centre National de la Recherche Scientifique (CNRS)-Université de Franche-Comté (UFC) ; Université Bourgogne Franche-Comté COMUE (UBFC)-Université Bourgogne Franche-Comté COMUE (UBFC) |
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Zeitschrift: | International Wireless Communications and Mobile Computing Conference ; https://hal.science/hal-04224793 ; International Wireless Communications and Mobile Computing Conference, Jun 2023, Marrakech, Morocco, 2023 |
Veröffentlichung: | HAL CCSD, 2023 |
Medientyp: | Konferenz |
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