Design and Validation of a School Bus Passing Detection System Based on Solid-State LiDAR

John H. Mott, Bhavana Kotla
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引用次数: 1

Abstract

The recent increase in school bus passing accidents leading to injuries to and deaths of children has sparked nationwide concern; hence, the development of a comprehensive solution to minimize the probabilities of such accidents is essential. Ignoring active stop signs and crossing arms on school buses that are boarding and deboarding children at stops is a serious traffic violation, but it is difficult to prosecute drivers who are guilty of these offenses due to the lack of surveillance and monitoring systems that can provide critical violation information to law enforcement agencies. This study aims to address the issue of illegal passing of school buses prevailing in small towns and cities where lack of sufficient oversight exists. A detection system incorporating a solid-state LiDAR unit and a dashcam, both of which are controlled by a Raspberry Pi computer, was designed. The primary function of the system is to capture an image of the license plate of the violating vehicle and make that data available to law enforcement agencies, enabling those agencies to take appropriate enforcement action, which in turn will serve as a deterrent to mitigate future accidents. Several state legislative bodies have passed related bills and have urged researchers to find solutions to address the issue. This detection system achieves two keys goals: reducing overall cost of system implementation and reducing video review time. It is a potential component for a comprehensive solution to the school bus passing problem.
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基于固态激光雷达的校车通过检测系统的设计与验证
最近导致儿童受伤和死亡的校车交通事故的增加引起了全国的关注;因此,制定一个全面的解决方案,以尽量减少此类事故的可能性是至关重要的。在接送儿童上下车的校车上,无视主动停车标志和交叉手臂是严重的交通违规行为,但由于缺乏能够向执法机构提供关键违规信息的监视和监控系统,很难起诉犯有这些违法行为的司机。本研究旨在解决在缺乏足够监管的小城镇和城市中普遍存在的校车非法通行问题。设计了一个由固态激光雷达单元和行车记录仪组成的检测系统,两者都由树莓派电脑控制。该系统的主要功能是捕捉违规车辆的车牌图像,并将该数据提供给执法机构,使执法机构能够采取适当的执法行动,从而起到威慑作用,以减少未来的事故。几个州的立法机构已经通过了相关法案,并敦促研究人员找到解决这个问题的办法。该检测系统实现了两个关键目标:降低系统实施的总体成本和减少视频审查时间。这是全面解决校车通行问题的一个潜在组成部分。
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