Development of a virtual test bed for a robotic dead man's switch in high speed driving

Umar Ahsan, M. Fuzail, Qasim Raza, Abubakr Muhammad
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引用次数: 1

Abstract

Driver incapacitation whilst driving can lead to serious hazards for other road users, especially in a high speed driving environment such as a highway or a motorway. This paper examines the possibility of incorporating an autonomous system in road vehicles that can safely steer the vehicle to the highway shoulder in the event of driver incapacitation. As a first step towards this development, we have developed a virtual test bed to rigorously test and simulate a variety of road conditions for such an autonomous system without risking injury or accident during actual tests. A simulated highway driving environment (car racing game) is chosen for implementation. A high performance vision system captures the life-like gaming scenes projected on a high resolution LCD screen. The feedback loop is closed using three modules: the interfacing unit, the image processer and a control unit. The image processor estimates the car state using standard computer vision algorithms. The computed car orientation and speed data is passed on from the image processer to the control unit where steering, acceleration and braking decisions are made using state of the art algorithms such as the Stanley method. Appropriate control signals are transferred to the interfacing unit which is connected to a toy steering wheel and pedal set. We demonstrate basic control maneuvers such as lane changing and steering of the car in controlled experiments with little or no traffic. Reasonably accurate results are achieved for these basic tests and directions for further development have been discussed.
高速驾驶机器人死人开关虚拟试验台的研制
驾驶员在驾驶时丧失行为能力会对其他道路使用者造成严重危害,特别是在高速公路或高速公路等高速驾驶环境中。本文研究了在道路车辆中加入自动驾驶系统的可能性,该系统可以在驾驶员丧失行为能力的情况下安全地将车辆转向公路肩。作为这一发展的第一步,我们已经开发了一个虚拟测试平台,以严格测试和模拟这种自主系统的各种道路条件,而不会在实际测试中有受伤或事故的风险。选择模拟高速公路驾驶环境(赛车游戏)进行实现。一个高性能的视觉系统捕捉逼真的游戏场景投影在一个高分辨率的液晶屏幕上。反馈回路由三个模块组成:接口单元、图像处理器和控制单元。图像处理器使用标准的计算机视觉算法估计汽车状态。计算出的汽车方向和速度数据从图像处理器传递到控制单元,控制单元使用Stanley方法等最先进的算法做出转向、加速和制动决策。适当的控制信号被传送到连接到玩具方向盘和踏板组的接口单元。我们演示了基本的控制机动,如变道和转向的汽车在控制实验很少或没有交通。这些基本试验取得了较为准确的结果,并讨论了进一步发展的方向。
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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