Obstacle avoidance for UAVs used in road accident monitoring

B. N. Sree, C. Raj, R. Madhavan
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引用次数: 8

Abstract

Roads accidents account for the highest percentage of fatalities in the world. These mortality rates are also increasing due to negligence and lack of proper care within sufficient time for the victims. The fact that the victim may be unnoticed or unreachable is majorly due to traffic blocks, adverse climatic conditions, improper terrain conditions etc. Unmanned Aerial Vehicles (UAVs) could be used to reduce the number of fatalities to an extent by giving immediate assistance and alerting the concerned authorities. The aim of the work in this paper is to develop approaches for avoidingthe obstacles in the path of UAVs such as trees, tall buildings, electric lines, mobile towers etc. for obtaining a collision free path for navigation. In this paper, sensor and image (fusion) based obstacle avoidance as a means for UAV to quickly and safely reach an accident site. We obtained a decision command by fusing an image with ultrasonic sensor data, which is used for controlling the UAV to avoid obstacles. We then compared the test results of the image-based obstacle avoidance method with the fusion-based obstacle avoidance, where we demonstrated that the decision commands used in fusion method are more accurate.
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用于道路交通事故监测的无人机避障研究
道路交通事故占世界上死亡人数的比例最高。由于疏忽和在足够的时间内对受害者缺乏适当的照顾,这些死亡率也在上升。受害者可能被忽视或无法到达的事实主要是由于交通阻塞,不利的气候条件,不适当的地形条件等。无人驾驶飞行器(uav)可以通过提供即时援助和提醒有关当局,在一定程度上减少死亡人数。本文工作的目的是开发避开无人机路径上障碍物的方法,如树木、高层建筑、电线、移动塔等,以获得无碰撞的导航路径。本文将基于传感器和图像(融合)的避障技术作为无人机快速安全到达事故现场的手段。将图像与超声传感器数据融合得到决策命令,用于控制无人机避障。然后,我们将基于图像的避障方法与基于融合的避障方法的测试结果进行了比较,结果表明融合方法使用的决策命令更加准确。
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