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Benefits and challenges of controlling a LED AFS (adaptive front-lighting system) using fuzzy logic

机译:使用模糊逻辑控制LED AFS(自适应前照明系统)的好处和挑战

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摘要

The vehicular illumination system has undergone considerable technological advances in recent decades such as the use of a Light Emitting Diode (LED) Adaptive Front-lighting System (AFS), which represents an industry breakthrough in lighting technology and is rapidly becoming one of the most important innovative technologies around the world in the lighting community. This paper presents AFS control alternatives using fuzzy logic (types 1 and 2) to determine its operating parameters taking into consideration the road conditions in the state of São Paulo (Brazil). Fuzzy logic is a well-known extension of the conventional (Boolean) logic that enables the treatment of uncertainty present in the information through the definition of intermediary membership values between the “completely true” and the “completely false”. This technique or modeling strategy is particularly important when a multi-parameter decision must be taken or the decisions are based on the human knowledge. The results show the potential of the methodology proposed and its suitability for light control providing safer nighttime driving.
机译:车载照明系统在最近几十年中已经取得了相当大的技术进步,例如使用了发光二极管(LED)自适应前照明系统(AFS),它代表了照明技术的行业突破,并迅速成为最重要的技术之一。照明社区中的全球创新技术。本文介绍了使用模糊逻辑(类型1和2)来确定其运行参数的AFS控制替代方案,其中考虑了圣保罗州(巴西)的路况。模糊逻辑是传统(布尔)逻辑的众所周知的扩展,它可以通过定义“完全正确”和“完全错误”之间的中间成员值来处理信息中存在的不确定性。当必须做出多参数决策或基于人类知识的决策时,此技术或建模策略尤为重要。结果表明,该方法的潜力及其适用于灯光控制的特性,可提供更安全的夜间驾驶。

著录项

  • 来源
    《International Journal of Automotive Technology》 |2011年第4期|p.579-588|共10页
  • 作者单位

    Ford Motor Company, Av. do Taboao 899, Sao Bernardo do Campo, Sao Paulo, 09655-900, Brazil;

    Ford Motor Company, Av. do Taboao 899, Sao Bernardo do Campo, Sao Paulo, 09655-900, Brazil;

    SENAI/CIMATEC, Av. Orlando Gomes 1845, Salvador, Bahia, 41.650-010, Brazil;

    Universidade Federal da Bahia, Bahia, 40.210-630, Brazil;

    Universidade Federal da Bahia, Bahia, 40.210-630, Brazil;

    Universidade Federal da Bahia, Bahia, 40.210-630, Brazil;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fuzzy logic; AFS; LED; Control; Lighting;

    机译:模糊逻辑;AFS;LED;控制;照明;

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