Identification of the vehicles passing over the roads is a very important component of an Intelligent Transportation System. However, due to the presence of multiple vehicles together and their velocity, it gets hard to accurately identify and record them in real-time. Solutions based on Computer-vision use heavyweight equipment making them quiet inflexible, costly and hence unsuitable for wide-area coverage. Solutions based on RFID, although are lightweight and cost-effective, lack of fast and efficient communication protocol pertains to their inability to record multiple moving vehicles at the same time. We propose an IoT-assisted solution that leverages Synchronous-Transmission based communication to bridge these gaps. Through extensive experiments we demonstrate that our strategy can consistently record upto an average of 40 vehicles running at speed range 30-90 Km/h with at least 97.5% accuracy.
翻译:识别通过道路的车辆是智能运输系统的一个非常重要的组成部分,然而,由于多部车辆的存在及其速度,很难准确识别和实时记录这些车辆。基于计算机视的解决方案使用重型设备,使这些车辆保持安静、不灵活、费用昂贵,因而不适于广域覆盖。基于RFID的解决方案虽然是轻巧和具有成本效益的,但缺乏快速高效的通信协议涉及这些车辆无法同时记录多部移动车辆。我们建议采用IoT辅助解决方案,利用同步-传输通信来弥合这些差距。通过广泛的实验,我们证明我们的战略可以持续记录平均40部车辆,速度在30-90公里/小时之间,准确率至少达到97.5%。