An IoT-Based Automatic Vehicle Accident Detection and Visual Situation Reporting System

被引:0
|
作者
Aslam, Shehzad [1 ]
Islam, Shahid [1 ]
Nigar, Natasha [1 ]
Ajagbe, Sunday Adeola [2 ,3 ]
Adigun, Matthew O. [3 ]
机构
[1] Univ Engn & Technol, Dept Comp Sci RCET, Lahore, Pakistan
[2] First Tech Univ, Dept Comp & Ind Prod Engn, Ibadan, Nigeria
[3] Univ Zululand, Dept Comp Sci, ZA-3886 Kwa Dlangezwa, South Africa
关键词
Accident detections - Accident sites - Automatic vehicles - Condition - Emergency response - Late arrival - Reporting systems - Rescue operations - Vehicle accidents - Visual information;
D O I
10.1155/2024/4719669
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Road accidents are a major cause of injuries and deaths worldwide. Many accident victims lose their lives because of the late arrival of the emergency response team (ERT) at the accident site. Moreover, the ERT often lacks crucial visual information about the victims and the condition of the vehicles involved in the accident, leading to a less effective rescue operation. To address these challenges, a new Internet of Things (IoT)-based system is proposed that uses on-vehicle sensors to detect and report the accident to rescue operator without any human involvement. The sensor data are automatically transmitted to a remote server to create a visual representation of the accident vehicles (which existing systems lack), facilitating the situation-based rescue operation. The system tackles any false reporting issue and also sends alerts to the victim's family. A mobile application has also been developed for eyewitnesses to manually report the accident. The proposed system is evaluated in a simulated environment using a remote-controlled car. The results show that the system is robust and effective, automatically generating visuals of accident vehicles to facilitate informed rescue operation. The system has the potential to aid the ERT in providing timely first aid and, thus, saving human lives.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Research on Monitoring Road Surface Anomalies Using an IoT-Based Automatic Detection System: Case Study in Taiwan
    Wang, Jen-Cheng
    Hsieh, Chao-Liang
    Lee, Mu-Hwa
    Sun, Chih-Hong
    Wen, Tzai-Hung
    Juang, Jehn-Yih
    Jiang, Joe-Air
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (09) : 11404 - 11417
  • [42] MQTT Based Vehicle Accident Detection and Alert System
    Kodali, Ravi K.
    Sahu, Shubhi
    PROCEEDINGS OF THE 2017 3RD INTERNATIONAL CONFERENCE ON APPLIED AND THEORETICAL COMPUTING AND COMMUNICATION TECHNOLOGY (ICATCCT), 2017, : 186 - 189
  • [43] IoT-based Situation Awareness Support System for Real-Time Emergency Management
    Krytska, Yana
    Skarga-Bandurova, Inna
    Velykzhanin, Artem
    PROCEEDINGS OF THE 2017 9TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS), VOL 2, 2017, : 955 - 960
  • [44] IoT-Based Smart Road for Accident Detection and Alert Using Sensor Fusion and Machine Learning
    Rathour, Abhinav
    Proceedings of the 2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems, ICSES 2023, 2023,
  • [45] IOT based detection of vehicle accident and an emergency help using application interface
    Varsha Dange
    Ayush Patni
    Rohit Patil
    Rahul Ponnuru
    Siddhant Pawar
    Pavan Bhadane
    Microsystem Technologies, 2023, 29 : 1455 - 1463
  • [46] IOT based detection of vehicle accident and an emergency help using application interface
    Dange, Varsha
    Patni, Ayush
    Patil, Rohit
    Ponnuru, Rahul
    Pawar, Siddhant
    Bhadane, Pavan
    MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS, 2023, 29 (10): : 1455 - 1463
  • [47] Automatic Accident Detection and Reporting Framework for Two Wheelers
    Meena, Amit
    Iyer, Srikrishna
    Nimje, Monika
    Joglekar, Saket
    Jagtap, Sachin
    Rahman, Mujeeb
    2014 INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), 2014, : 962 - 967
  • [48] Early Warning and IoT-based Reporting System for Mobile Trash Bin Robot Application
    Kisron
    Dewantara, Bima Sena Bayu
    Ardilla, Fernando
    2018 INTERNATIONAL ELECTRONICS SYMPOSIUM ON KNOWLEDGE CREATION AND INTELLIGENT COMPUTING (IES-KCIC), 2018, : 341 - 348
  • [49] An IoT-based Framework for Low-Cost and Light-Weight Vehicle Detection
    Shekhar, Chandra
    Saha, Sudipta
    18TH ANNUAL INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING IN SENSOR SYSTEMS (DCOSS 2022), 2022, : 69 - 71
  • [50] Machine learning and IoT-based garbage detection system for smart cities
    Sharma, Raj Kumar
    Jailia, Manisha
    JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2023, 44 (03): : 393 - 406