移除通知:虚拟环境下的智能自动驾驶

Juan Camilo Gomez Santofimio, Luis David Diaz Chica, G. M. C. Quintero
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引用次数: 0

摘要

在不久的将来,自动驾驶有望成为日常生活的一部分。汽车行业的大公司计划在未来几年内将自动驾驶汽车推向消费市场,由于交通事故数量如此之高,对自动驾驶汽车的需求将继续上升。本文提出了一种基于神经网络的转向控制和基于模糊的踏板控制的自动驾驶系统。首先对系统的输入变量进行了描述,然后给出了系统的合理结构。由于性能和安全性对于这个特定的应用程序至关重要,因此将解释有关这些方面的不同度量,然后使用它们进行评估。在此基础上,给出了验证系统有效性的实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Notice of Removal: Intelligent Autonomous Driving in a Virtual Environment
Autonomous driving is expected to become a part of daily life in the near future. Large companies in the automotive industry plan for autonomous cars to arrive in the consumer market in the next few years and the need for them continues rising due to traffic accidents numbers been so high. In this paper, an autonomous driving system is proposed using a neural network for steering control and a fuzzy based system for pedals control. First, the input variables of the system are described and then the proper architecture of the proposed system is presented. As performance and safety are critical for this particular application, different metrics regarding those aspects are explained and then used for evaluation. Based on this, results that validate the proposed system are given.
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