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

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 consta...

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Vydané v:	Journal of mechanical science and technology Ročník 20; číslo 9; s. 1418 - 1427
Hlavní autori:	Son, Joon Woo, Lee, Seon Bong, Kim, Man Ho, Lee, Suk, Lee, Kyung Chang
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Seoul 대한기계학회 01.09.2006 Korean Society of Mechanical Engineers Springer Nature B.V
Predmet:	Applied sciences Automotive parts Control algorithms Exact sciences and technology Ground, air and sea transportation, marine construction Precipitation Studies 기계공학 Fuzzy Control Rain Sensing Wiper Control Intelligent Vehicle Vision Sensor Smart Wiper System Image processing Artificial vision Traffic accident Windscreen Level measurement Drop Intermittency Fuzzy logic Optical system Fuzzy control Windshield wiper Safety Intelligent system
ISSN:	1738-494X, 1976-3824
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Abstract	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.[PUBLICATION ABSTRACT]
AbstractList	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. 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. KCI Citation Count: 0 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.[PUBLICATION ABSTRACT]
Author	Joon Woo Son Seon Bong Lee Man Ho Kim Suk Lee Kyung Chang Lee
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Snippet	Windshield wipers play a key role in assuring the driver's safety during precipitation. The traditional wiper systems, however, requires driver's constant... Windshield wipers play a key role in assuring the driver’s safety during precipitation. The traditional wiper systems, however, requires driver’s constant...
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SubjectTerms	Applied sciences Automotive parts Control algorithms Exact sciences and technology Ground, air and sea transportation, marine construction Precipitation Studies 기계공학
Title	Intelligent Rain Sensing and Fuzzy Wiper Control Algorithm for Vision-based Smart Windshield Wiper System
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