Many existing frameworks to support Intelligent Transportation Systems (ITS) lean on static infrastructure and sparse real-time data, which have inefficiencies that may exacerbate safety concerns such as are manifested with the emergence of autonomous vehicles. In the paper, a novel IoT-enabled system combining vehicle-to-infrastructure (V2I) communication with complex machine Learning (ML) models is presented to develop an intelligent adaptive traffic control approach. The use of IoT sensors for collecting real-time data to predict traffic flow and improve road safety. Advances between 20 and up to for average travel time, and up-to-32 % reduction in the Traffic Congestion Index were reported from existing methods. Furthermore, accident levels have fallen by 33%, indicating increased safety. Overall, the proposed ITS architecture provides a robust solution for contemporary urban transportation with several fundamental differences from traditional systems without hindering or impeding autonomous vehicles to be integrated in a ubiquitous manner.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Intelligent Transportation Systems IoT Solutions for Traffic Optimization and Autonomous Vehicle Networks


    Contributors:


    Publication date :

    2024-12-12


    Size :

    497964 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Autonomous Vehicle Systems in Intelligent Interconnected Transportation Networks

    Chronis, Christos / Tserpes, Konstantinos / Varlamis, Iraklis | Wiley | 2024


    Emergency Vehicle-Centered Traffic Signal Control in Intelligent Transportation Systems*

    Cao, Miaomiao / Shuai, Qiqi / Li, Victor O.K. | IEEE | 2019


    Autonomous Vehicles in Intelligent Transportation Systems

    Aldakkhelallah, Abdulaziz / Simic, Milan | Springer Verlag | 2021



    Intelligent cyber-physical systems for autonomous transportation

    Garg, Sahil ;Aujla, Gagangeet Singh ;Kaur, Kuljeet | TIBKAT | 2022