With the continuous and vigorous development of China's road transportation industry, people's daily travel needs have increased sharply. As an important link connecting cities and rural areas and promoting economic exchanges, passenger vehicles have become increasingly prominent in terms of safety and efficient management during their operation, and have become a focus of attention in various sectors of society. To address this challenge, this article innovatively proposes a big data-driven Internet of Things (IoT) passenger safety monitoring and early warning system. This system deeply integrates IoT technology and deep learning (DL) algorithms, and achieves comprehensive and accurate monitoring of passenger safety by real-time collection and analysis of multi-dimensional information such as operational data of passenger vehicles, driver behavior data, and road environment data. The experimental results show that the system can timely detect and warn potential safety hazards, effectively reduce the incidence of traffic accidents, and improve the quality and efficiency of passenger transportation services. In addition, the system also has strong data analysis capabilities, which can provide scientific decision support for management departments, help optimize passenger route planning, and improve resource utilization efficiency.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Design of IoT Passenger Transport Safety Monitoring and Early Warning System Driven by Big Data


    Contributors:
    Cao, Huizhi (author)


    Publication date :

    2025-02-26


    Size :

    229424 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Road potential safety hazard automatic identification and early warning system based on passenger transport data

    CHENG GUOZHU / LI XINYUAN / BIE YIMING et al. | European Patent Office | 2022

    Free access

    Bus passenger getting-off safety early warning method

    SHI WEI / WAN GUANGXUAN / XIA TAO et al. | European Patent Office | 2020

    Free access

    Automobile passenger safety early warning method, system and storage medium

    PAN MENGYAO / HUAN RUITIE / CHEN SHAOWEI et al. | European Patent Office | 2021

    Free access

    Unmanned bus safety auxiliary driving passenger monitoring early warning method and system and medium

    JIANG FENGNIAN / CAI YING | European Patent Office | 2024

    Free access

    Study on the Early Warning System of Road Passenger Transport

    Zhao, Jian-You / Zhang, Yun-Jiao / Pan, Yi-Fan et al. | ASCE | 2012