基于ros的自动驾驶汽车在FPGA板上的实现

Kento Hasegawa, Kazunari Takasaki, M. Nishizawa, Ryota Ishikawa, Kazushi Kawamura, N. Togawa
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引用次数: 10

摘要

由于高性能lsi的发展,自动驾驶汽车将在几年内实现。FPGA设计竞赛是在微型道路上展示自动驾驶汽车的宝贵机会之一。在本文中,我们开发了一种基于ros的自动驾驶汽车,并将其作为模拟汽车在FPGA板上实现。ROS是设计用于实现各种类型机器人的通用框架。利用基于ros的平台,我们开发了一辆用于自动驾驶汽车演示的模型车。车载可编程逻辑用于卸载图像识别的处理,如车道检测、交通信号检测和障碍物检测。实现结果表明,基于ros的系统可以在FPGA板上成功实现车辆的关键部件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of a ROS-Based Autonomous Vehicle on an FPGA Board
Due to the development of high-performance LSIs, autonomous vehicle will be realized in a few years. The FPGA Design Competition is one of the valuable opportunities to demonstrate an autonomous vehicle on miniature roads. In this paper, we develop a ROS-based autonomous vehicle which is implemented on an FPGA board as a mock car. ROS is a common framework designed to implement various types of robots. Utilizing the ROS-based platform, we develop a model car for the demonstration of an autonomous vehicle. The on-board programmable logic is used to off-load the processing of image recognition such as lane detection, traffic signal detection, and obstacle detection. The implementation results demonstrate that we can successfully implement essential components of the vehicle on an FPGA board with the ROS-based system.
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