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Data aggregation and roadside unit placement for a vanet traffic information system

Published: 15 September 2008 Publication History

Abstract

In this paper we investigate how a VANET-based traffic information system can overcome the two key problems of strictly limited bandwidth and minimal initial deployment. First, we present a domain specific aggregation scheme in order to minimize the required overall bandwidth. Then we propose a genetic algorithm which is able to identify good positions for static roadside units in order to cope with the highly partitioned nature of a VANET in an early deployment stage. A tailored toolchain allows to optimize the placement with respect to an application-centric objective function, based on travel time savings. By means of simulation we assess the performance of the resulting traffic information system and the optimization strategy.

References

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M. Caliskan, D. Graupner, and M. Mauve. Decentralized discovery of free parking places. In VANET '06: Proceedings of the 3rd ACM International Workshop on Vehicular Ad Hoc Networks, pages 30--39, Sept. 2006.
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Cited By

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  • (2024)A New Hybrid Hierarchical Roadside Unit Deployment Scheme Combined with Parking CarsApplied Sciences10.3390/app1416703214:16(7032)Online publication date: 10-Aug-2024
  • (2024) Greta: Towards a General Roadside Unit Deployment Framework IEEE Transactions on Mobile Computing10.1109/TMC.2023.333585323:7(7602-7617)Online publication date: Jul-2024
  • (2023)Research Trends, Challenges, and Future Directions in Vehicular Networks2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)10.1109/AICCSA59173.2023.10479290(1-7)Online publication date: 4-Dec-2023
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cover image ACM Conferences
VANET '08: Proceedings of the fifth ACM international workshop on VehiculAr Inter-NETworking
September 2008
96 pages
ISBN:9781605581910
DOI:10.1145/1410043
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 15 September 2008

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Author Tags

  1. aggregation
  2. genetic algorithms
  3. information dissemination
  4. vanet

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Overall Acceptance Rate 26 of 64 submissions, 41%

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Cited By

View all
  • (2024)A New Hybrid Hierarchical Roadside Unit Deployment Scheme Combined with Parking CarsApplied Sciences10.3390/app1416703214:16(7032)Online publication date: 10-Aug-2024
  • (2024) Greta: Towards a General Roadside Unit Deployment Framework IEEE Transactions on Mobile Computing10.1109/TMC.2023.333585323:7(7602-7617)Online publication date: Jul-2024
  • (2023)Research Trends, Challenges, and Future Directions in Vehicular Networks2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)10.1109/AICCSA59173.2023.10479290(1-7)Online publication date: 4-Dec-2023
  • (2022)A Survey on Mobile Road Side Units in VANETsVehicles10.3390/vehicles40200294:2(482-500)Online publication date: 20-May-2022
  • (2022)Roadside Unit Deployment in Internet of Vehicles Systems: A SurveySensors10.3390/s2209319022:9(3190)Online publication date: 21-Apr-2022
  • (2022)Importance of the Static Infrastructure for Dissemination of Information within Intelligent Transportation SystemsCommunications - Scientific letters of the University of Zilina10.26552/com.C.2022.2.E63-E7324:2(E63-E73)Online publication date: 1-Apr-2022
  • (2022)Utilization of Convolutional Neural Networks for Roadside Unit Placement2022 17th Annual System of Systems Engineering Conference (SOSE)10.1109/SOSE55472.2022.9812662(261-266)Online publication date: 7-Jun-2022
  • (2022)Intelligent Reflecting Surface in 6G Vehicular Communications: A SurveyIEEE Open Journal of Vehicular Technology10.1109/OJVT.2022.31772533(266-277)Online publication date: 2022
  • (2022)Identification and evaluation of the effective criteria for detection of congestion in a smart cityIET Communications10.1049/cmu2.1234416:5(560-570)Online publication date: 3-Feb-2022
  • (2022) Artificial intelligence ‐empowered vision‐based self driver assistance system for internet of autonomous vehicles Transactions on Emerging Telecommunications Technologies10.1002/ett.468334:2Online publication date: 8-Nov-2022
  • Show More Cited By

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