基于动态窗口法的人类驾驶行为校正方法

Yue Kang, Danilo Alves de Lima, A. Victorino
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引用次数: 4

摘要

本文提出了一种基于动态窗口方法(DWA)的适用于人类驾驶员的安全驾驶方法,作为高级驾驶辅助系统(ADASs)的实现。对人的驾驶行为进行建模以设计控制器,利用规避轨迹模型对参考路径进行细化,并利用DWA作为避障策略对线速度和角速度进行限制和修正。将轨迹跟踪和避障结果与视觉伺服(VS)控制器作为自主控制模式的相应方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An approach of human driving behavior correction based on Dynamic Window Approach
This paper presents the approach of an applicable safety driving methodology for human drivers based on Dynamic Window Approach (DWA), as an implementation of Advanced Driving Assist Systems (ADASs). The human driving behaviors are modelled for the design of controller, refined by referential paths using evasive trajectory model, and the linear and angular velocities are limited and corrected by DWA which performed as an obstacle avoidance strategy. Results of trajectory following and obstacle avoidance are compared with the Visual Servoing (VS) controller as a corresponding approach of autonomous control pattern.
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