Design of lane keeping assist system for autonomous vehicles

A. Mammeri, Guangqiang Lu, A. Boukerche
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引用次数: 31

Abstract

Lane detection and tracking and departure warning systems are important components of Intelligent Transportation Systems. They have particularly attracted great interest from industry and academia. Many architectures and commercial systems have been proposed in the literature. In this paper, we discuss the design of such systems regarding the following stages: pre-processing, detection, and tracking. For each stage, a short description of its working principle as well as their advantages and shortcomings are introduced. Our paper may possibly help in designing new systems that overcome and improve the shortcomings of current architectures.
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自动驾驶汽车车道保持辅助系统设计
车道检测跟踪和偏离预警系统是智能交通系统的重要组成部分。它们尤其引起了工业界和学术界的极大兴趣。文献中提出了许多架构和商业系统。在本文中,我们讨论了这类系统的设计,涉及以下几个阶段:预处理、检测和跟踪。对于每个阶段,简要介绍了其工作原理以及各自的优缺点。我们的论文可能有助于设计新的系统来克服和改进当前架构的缺点。
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