V2V通信的一个应用:车辆之间的合作,利用GPS和视觉系统更好地跟踪汽车

G. Challita, S. Mousset, F. Nashashibi, A. Bensrhair
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引用次数: 18

摘要

基于车辆间协作的先进驾驶辅助系统(ADAS)可以为道路安全提供严肃的视角。由于无线移动自组织网络的革命,车辆间的合作成为可能。本文介绍了V2V通信的一个应用。在城市地区,使用GPS接收器进行汽车跟踪并不总是理想的。为了解决这个问题,我们最初的方法是基于使用视觉系统发出的数据,当GPS信号不可用或由于多轨或卫星能见度差而质量较差时。该方法采用粒子滤波方法对车辆装载系统采集的GPS数据和视觉数据进行融合。在我们的通信车辆车队上进行的不同场景实验的多个结果证明了该方法的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An application of V2V communications : Cooperation of vehicles for a better car tracking using GPS and vision systems
The advanced driver assistance systems (ADAS systems) based on cooperation between vehicles can offer serious perspectives to the road security. The inter-vehicle cooperation is made possible thanks to the revolution in the wireless mobile ad hoc network. This paper presents an application of the V2V communications. The car tracking using the GPS receivers is not always ideal in urban areas. To resolve this problem, our original approach is based on using data issued from vision systems when the GPS signal is not available or has a poor quality due to multi-tracks or bad satellite visibility. The method relies on the particle filter for the fusion of the GPS data and the vision data that will be collected from the loading system in the vehicles. Multiple results from different scenarios experimented on our fleet of communicating vehicles carried out in real conditions prove the feasibility of this approach.
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