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Optical flow-based control for automatic steering systems

机译:基于光流的自动转向系统控制

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Recently, various driving support systems have been developed to improve safety. However, because drivers occasionally feel that something is wrong, systems need to be designed on the basis of the information that drivers perceive. Therefore, we focus on optical flow, which is one of the types of visual information used by humans to improve their driving feel. Humans are said to perceive the direction of self-motion from optical flow and utilize it during driving. In our previous works, applying the optical flow model to automatic steering systems, a human-oriented system that simulates human behavior might be able to be developed. In this paper, a nonlinear controller considering camera motion is proposed to apply the optical flow model to an in-vehicle control system. The nonlinear controller is implemented to an in-vehicle control system, and in-vehicle studies are conducted. Then, experimental results are presented.
机译:最近,已经开发了各种驾驶辅助系统以提高安全性。但是,由于驾驶员有时会觉得有些不对劲,因此需要根据驾驶员感知的信息来设计系统。因此,我们专注于光流,这是人类用来改善驾驶感觉的视觉信息类型之一。据说人类会从光流中感知自我运动的方向,并在行驶过程中加以利用。在我们以前的工作中,将光流模型应用于自动转向系统,可能会开发出模拟人类行为的以人为本的系统。在本文中,提出了一种考虑摄像机运动的非线性控制器,以将光流模型应用于车载控制系统。非线性控制器被实施到车载控制系统,并且进行了车载研究。然后,给出了实验结果。

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