In Indonesia, the transportation sector consumed about 388.4 million barrels of oil in 2021, followed by the industrial sector, which used about equivalent to 317.6 million barrels of oil. Energy consumption came to a total of 909 million barrels of oil equivalent. By forcing frequent vehicle stops and lengthening their travel times within the traffic network, traffic congestion significantly affects fuel consumption across the entire network. Following a ranking of 46th in 2021, Jakarta is currently listed as the 29th most congested city in the world. The development of vehicle-detecting sensors has allowed for the implementation of actuated traffic control techniques at actual traffic intersections. The actuated control strategies that are currently in use could be improved, though. This study suggests implementing road traffic management using the Internet of Things and vision-based detection technology. A proposal for IoT and vision-based detection technology in road traffic management systems using YOLO and SORT, as well as a workflow for road traffic monitoring, is the outcome of this research.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Enhancing Efficiency in Road Traffic Management using Internet of Things and Vision-Based Vehicle Detection


    Contributors:


    Publication date :

    2023-12-06


    Size :

    394167 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Road vehicle monitoring system and method based on intelligent vision Internet of Things

    AN XINJUN / ZHU CHANGSHENG / ZANG XIANGTENG et al. | European Patent Office | 2020

    Free access

    Road traffic coordination management and control system based on Internet of Things

    LIU CONG / SONG YAN / JIA CHUNHUA et al. | European Patent Office | 2023

    Free access

    Road traffic signal lamp based on Internet of Things

    LIU JUN / SHAO QUANLI / JIANG SHUAI et al. | European Patent Office | 2020

    Free access

    Prediction and Automation of Road Traffic using Internet of Things

    Vijayaraman, P / Jayarin, P Jesu | IEEE | 2019


    The Research of Ponded Water Road Traffic Emergency Management Based on Internet of Things

    Wang, L. X. / Chen, Z. H. / Sui, L. Y. et al. | British Library Conference Proceedings | 2015