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A Real-time Vehicle Tracking and Security Monitoring System for Logistics Companies

机译:物流公司的实时车辆跟踪与安全监控系统

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This study presents a real-time system for monitoring the security of commercial vehicles. Embedded in the security monitoring system is a commercial vehicle tracking and incident detection algorithm which relies on a combination of vehicle telemetry data obtained from Global Positioning Systems and on-board sensors to continuously monitor the route choice and overall security condition of the concerned vehicle. The performance of this algorithm has been tested in a microscopic simulation model , on a set of hypothetical scenarios which included deviations from the approved routes, forced to travel at unreasonably low speeds, or even stopped at unexpected places in the network. The initial results indicate that the proposed system has good potential in detecting abnormal driving behaviors with a high detection rate and quick mean detection time.
机译:这项研究提出了一种用于监视商用车安全性的实时系统。商用车辆跟踪和事件检测算法嵌入在安全监控系统中,该算法依赖于从全球定位系统获得的车辆遥测数据和车载传感器的组合来连续监控相关车辆的路线选择和总体安全状况。该算法的性能已在微观仿真模型上进行了测试,并在一组假设的场景下进行了测试,这些场景包括偏离批准路线,被迫以不合理的低速行驶,甚至停在网络中意想不到的地方。初步结果表明,所提出的系统具有较高的检测率和平均检测时间,能够很好地检测异常驾驶行为。

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