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Autonomous Obstacle Avoidance Vehicle Using LIDAR and an Embedded System

机译:使用LIDAR和嵌入式系统的自动避障车辆

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Autonomous miniature vehicles are widely used to test many types of algorithms and simulate the driving behavior as in the real world. In the last decade, several approaches have been proposed for obstacle avoidance in self-driving vehicles. In this paper, we present our autonomous vehicle implementation which gives a solid solution to this problem in an efficient manner, using a Raspberry Pi and a LIDAR module for indoor navigation. Our vehicle is capable of navigating in an unknown environment while avoiding obstacles. Unlike other implementations, our vehicle doesn't use Computer Vision (CV) techniques for obstacle detection but only a single LIDAR sensor and thus can safely navigate in low luminosity enviroments. We perfomed various experiments and verified the success of our implementation.
机译:如同在现实世界中一样,自动驾驶微型汽车被广泛用于测试多种类型的算法并模拟驾驶行为。在过去的十年中,已经提出了几种自动驾驶车辆避障的方法。在本文中,我们介绍了我们的自动驾驶汽车实施方案,该方案使用Raspberry Pi和LIDAR模块进行室内导航,以有效的方式为该问题提供了坚实的解决方案。我们的车辆能够在未知环境中航行,同时避免障碍物。与其他实现方式不同,我们的车辆不使用计算机视觉(CV)技术进行障碍物检测,而仅使用单个LIDAR传感器,因此可以在低亮度环境中安全地导航。我们进行了各种实验,并验证了我们实施的成功。

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