Vision based smart driver assisting system for locomotives

A. Sriwardene, M. A. Viraj, J. Muthugala, A. G. Buddhika, P. Jayasekara
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引用次数: 3

Abstract

Railway transportation is a predominant transportation medium in the world. The railway transportation is one of the conventional systems that subjects to many accidents annually in most of the countries. Comparatively to other transportation systems, accident preventive methods for locomotives are not in the best use. This paper presents about a novel vision based driver assisting system for locomotives. The proposed system is capable of detecting an obstacle in the railway track. If the obstacle is within the danger zone, the driver will be notified to apply sufficient amount of brake to avoid the collision with the obstacle. The danger zone is estimated based on the current velocity of the train. Furthermore, the proposed system can be fixed into any existing locomotive without undertaking any modifications for the existing systems of the locomotive and the system is cost effective compared to the other existing methods. In order to validate the overall functionality of the system, a prototype of the system has been developed and field trails have been carried out with actual locomotives. According to the obtained experimental results, the functionality of the system has been found to be satisfactory.
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基于视觉的机车智能驾驶员辅助系统
铁路运输是世界上主要的运输方式。铁路运输是世界上大多数国家每年都发生多起交通事故的传统交通方式之一。与其他交通运输系统相比,机车的事故预防措施并没有得到很好的应用。提出了一种基于视觉的机车驾驶员辅助系统。该系统能够检测铁路轨道上的障碍物。如果障碍物在危险区域内,则会通知驾驶员施加足够的制动以避免与障碍物碰撞。危险区域是根据火车当前的速度来估计的。此外,所提出的系统可以固定在任何现有的机车上,而无需对机车的现有系统进行任何修改,并且与其他现有方法相比,该系统具有成本效益。为了验证该系统的整体功能,已经开发了该系统的原型,并在实际机车上进行了现场试验。根据得到的实验结果,系统的功能是令人满意的。
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