Driving behavior correction in human-vehicle interaction based on Dynamic Window Approach

Yue Kang, Danilo Alves de Lima, A. Correa Victorino
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引用次数: 3

Abstract

This paper presents the approach of an applicable safety driving methodology for human drivers with focus on human-vehicle interaction. The approach is based on Dynamic Window Approach (DWA) in co-operation with perception of the obstacles. The human driving behaviors are modelled for the design of controller, refined by referential paths using evasive trajectory model, where 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.
基于动态窗口方法的人车交互驾驶行为校正
本文提出了一种适用于人车交互的安全驾驶方法。该方法基于动态窗口方法(DWA),并结合障碍物感知。将人的驾驶行为建模用于控制器的设计,利用规避轨迹模型对参考路径进行细化,其中线速度和角速度受到限制,并通过DWA进行校正,作为一种避障策略。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。
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