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Evaluation of VANET-based advanced intelligent transportation systems

Published: 25 September 2009 Publication History

Abstract

This paper aims at enabling accurate and efficient evaluation of emerging vehicular network applications such as Intelligent Transportation Systems (ITS). A distributed simulation platform that integrates transportation simulation and wireless network simulation is proposed and implemented, providing a user level simulation environment to evaluate the feasibility and performance limitations of VANETs in supporting ITS. The proposed simulation platform facilitates the dynamic interaction between the two simulation domains, allowing runtime control of vehicles' behavior in the transportation simulation as they react in real time to information exchange in the simulated communication network. Case studies are conducted within the proposed simulation platform to evaluate the performance of Dynamic Route Planning when deployed in VANETs, using metrics collected at the transportation system level such as travel and delay time. The effectiveness of three representative VANET dynamic adaptation protocols in enhancing the application performance in scenarios with high vehicle density are compared in the case studies. The experiment results show that Dynamic Route Planning can be effectively supported by a VANET system with up to 118% increase on the number of vehicles reaching the destination, 36.2% reduction on travel time and 56.1% reduction on delay time.

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    cover image ACM Conferences
    VANET '09: Proceedings of the sixth ACM international workshop on VehiculAr InterNETworking
    September 2009
    134 pages
    ISBN:9781605587370
    DOI:10.1145/1614269
    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: 25 September 2009

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    Author Tags

    1. communication network simulation
    2. dynamic route planning
    3. integration
    4. intelligent transportation systems
    5. performance evaluation
    6. traffic simulation
    7. vehicular ad hoc networks

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    VANET '09 Paper Acceptance Rate 17 of 40 submissions, 43%;
    Overall Acceptance Rate 26 of 64 submissions, 41%

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    Cited By

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    • (2022)Data Dissemination in VANETs Using Clustering and Probabilistic Forwarding Based on Adaptive Jumping Multi-Objective Firefly OptimizationIEEE Access10.1109/ACCESS.2022.314749810(14624-14642)Online publication date: 2022
    • (2022)Intelligent Transportation Systems (ITSs) in VANET and MANETBiologically Inspired Techniques in Many Criteria Decision Making10.1007/978-981-16-8739-6_59(667-675)Online publication date: 4-Jun-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
    • (2021)Reputation management in vehicular network using blockchainPeer-to-Peer Networking and Applications10.1007/s12083-021-01249-515:2(901-920)Online publication date: 2-Nov-2021
    • (2021)Data congestion in VANETs: research directions and new trends through a bibliometric analysisThe Journal of Supercomputing10.1007/s11227-020-03520-7Online publication date: 2-Jan-2021
    • (2021)TB-EDA: A Trust-Based Event Detection Algorithm to Detect False Events in Software-Defined Vehicular NetworkIntelligent Systems10.1007/978-981-33-6081-5_37(413-424)Online publication date: 20-Apr-2021
    • (2020)Smart and intelligent network selection approach to support location-dependent and context-aware service migrationJournal of Ambient Intelligence and Smart Environments10.3233/AIS-200559(1-19)Online publication date: 23-Apr-2020
    • (2020)An Overview on Quality of Service and Data Dissemination in VANETs2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)10.1109/HORA49412.2020.9152828(1-5)Online publication date: Jun-2020
    • (2020)Investigation of SNR in VLC-Based Intelligent Transportation System Under Environmental DisturbancesMobile Radio Communications and 5G Networks10.1007/978-981-15-7130-5_4(45-55)Online publication date: 29-Sep-2020
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