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A Survey on IoT based Automatic Road Accident Detection

机译:基于IOT的自动化路线事故检测调查

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Road accidents are a significant issue for everyone. Every day, a considerable amount of valuable lives are lost as a result of car collisions. It is the most critical field that requires significant exploration, given the high rates of fatalities related to road crashes. Driver error and delays in emergency department response time are the two most common causes. In order to rescue wounded people, an efficient road accident identification and information sharing system is needed. A device that communicates information about the crash site to local emergency responders to respond quickly is critical. Numerous scholars have suggested a variety of automatic accident warning systems in the research literature. Among them are smartphone-based accident detection, Global System for Mobile Communications (GSM) and Global Positioning System (GPS) technology, vehicular ad hoc networks, various machine learning algorithms, and mobile apps. Every vehicle should have an automatic road accident detection and information communication system installed. This research work provides a critical review of numerous emerging methodologies for forecasting and avoiding road crashes by emphasizing their benefits, shortcomings, and problems that must be resolved in order to ensure traffic safety and save lives.
机译:道路事故对于每个人来说都是一个重要的问题。每天,由于汽车碰撞,每天都有相当数量的有价值的生命。考虑到与道路崩溃有关的高死亡率,这是最关键的领域需要大量探索。司机错误和急诊部响应时间的延迟是最常见的两个原因。为了拯救受伤的人,需要一个有效的道路事故识别和信息共享系统。将关于崩溃站点的信息传达给本地紧急响应者以快速响应的设备是至关重要的。众多学者们提出了研究文献中的各种自动事故警告系统。其中是基于智能手机的事故检测,移动通信(GSM)和全球定位系统(GPS)技术,车辆临时网络,各种机器学习算法和移动应用程序的全球系统。每个车辆都应具有自动的道路事故检测和信息通信系统。本研究工作通过强调其利益,缺点和必须解决的问题,对预测和避免道路崩溃的许多新出现方法进行了批判性审查,以确保交通安全和挽救生命。

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