模拟环境下自主代客泊车系统的开发

G. Varga, Andras Kondakor, Márton Antal
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引用次数: 2

摘要

与自动驾驶汽车相关的众多场景之一与自动停车辅助系统有关。在我们的研究中,我们实现了一个自动代客泊车系统,并建立了一个模拟的、动态变化的环境来测试该方法。本文介绍了该系统的三个主要部分,即利用超声波传感器和激光雷达进行车位检测,利用混合A *和RTR+CCRS规划器实现路径规划,以及利用RGB-D相机输出的神经网络和图像分割进行动态目标检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Developing an Autonomous Valet Parking System in Simulated Environment
One of the many scenarios associated with self-driving cars is related to automatic parking assistance systems. In our research, we implemented an Autonomous Valet Parking System and built a simulated, dynamically changing environment to test the method. This paper presents the three main parts of the system namely Parking Space Detection using ultrasonic sensors and LIDARs, Path Planning, which is achieved with Hybrid A * and RTR+CCRS planners, and Dynamic Object Detection employing neural networks and image segmentation on the output of an RGB-D camera.
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