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Intelligent Rain Sensing and Fuzzy Wiper Control Algorithm for Vision-based Smart Windshield Wiper System

机译:基于视觉的智能挡风玻璃刮水器系统智能雨量传感与模糊刮水器控制算法

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摘要

Windshield wipers play a key role in assuring the driver's safety during precipitation. The traditional wiper systems, however, requires driver's constant attention in adjusting the wiper speed and the intermittent wiper interval because the amount of precipitation on the windshield constantly varies according to time and vehicle's speed. Because the manual adjustment of the wiper distracts driver's attention, which may be a direct cause of traffic accidents, many companies have developed automatic wiper systems using some optical sensors with various levels of success. This paper presents the development of vision-based smart windshield wiper system that can automatically adjust its speed and intermittent interval according to the amount of water drops on the windshield. The system employs various image processing algorithms to detect water drops and fuzzy logic to determine the speed and the interval of the wiper.
机译:挡风玻璃刮水器在确保驾驶员在降雨期间的安全方面起着关键作用。然而,传统的刮水器系统在调整刮水器速度和间歇性刮水器间隔时需要驾驶员不断注意,因为挡风玻璃上的降水量会根据时间和车辆速度而不断变化。由于雨刮器的手动调节分散了驾驶员的注意力,这可能是交通事故的直接原因,因此许多公司开发了使用一些光学传感器的自动雨刮器系统,并取得了不同程度的成功。本文介绍了基于视觉的智能挡风玻璃刮水器系统的开发,该系统可以根据挡风玻璃上的水滴量自动调节其速度和间歇间隔。该系统采用各种图像处理算法来检测水滴,并使用模糊逻辑来确定刮水器的速度和间隔。

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