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    • 1. 发明授权
    • Rough road detection system using normalization analysis
    • 粗路检测系统采用归一化分析
    • US07325446B1
    • 2008-02-05
    • US11428010
    • 2006-06-30
    • Tameem K. AssafSanjeev M. NaikDavid S. Mathews
    • Tameem K. AssafSanjeev M. NaikDavid S. Mathews
    • G01M15/00
    • G01M15/11
    • A rough road detection system for an engine having a crankshaft includes a control module and a comparison module. The control module receives a crankshaft speed signal and determines a crankshaft rotation time and a crankshaft acceleration and jerk. The crankshaft rotation time is based on said crankshaft speed signal. The crankshaft acceleration and jerk are based on said crankshaft rotation time. The control module detects a crankshaft disturbance based on said crankshaft acceleration and jerk and counts a number of crankshaft disturbances. The comparison module determines a dispersion value and asymmetry value based on the crankshaft disturbances and determined whether rough road conditions exist based on first and second comparisons. The first comparison is between the dispersion value and a first predetermined threshold. The second comparison is between the asymmetry value and a second predetermined threshold.
    • 用于具有曲轴的发动机的粗糙道路检测系统包括控制模块和比较模块。 控制模块接收曲轴速度信号并确定曲轴旋转时间和曲轴加速度和加速度。 曲轴旋转时间基于所述曲轴速度信号。 曲轴加速度和加加速度基于所述曲轴旋转时间。 控制模块基于所述曲轴加速度和加加速度来检测曲轴扰动,并且对多个曲轴扰动进行计数。 比较模块基于曲轴扰动确定色散值和不对称值,并基于第一和第二比较确定是否存在粗糙的道路状况。 第一比较是在色散值和第一预定阈值之间。 第二比较在不对称值和第二预定阈值之间。
    • 6. 发明授权
    • Rough road detection system
    • 粗路检测系统
    • US07240540B2
    • 2007-07-10
    • US11263174
    • 2005-10-31
    • Tameem K. AssafDavid S. MathewsSanjeev M. Naik
    • Tameem K. AssafDavid S. MathewsSanjeev M. Naik
    • G01B5/28
    • G01M15/11B60T2210/14
    • A rough road detection system includes a collection module, a statistical module, and a comparison module. The collection module collects samples from a vibration sensitive signal. The statistical module removes a periodic anomaly from the samples and removes a random anomaly from the samples with a filter having a filter coefficient based on an engine speed signal. In addition, the statistical module calculates a statistical signal based on the samples. The rough road detection system also includes a derivative module that calculates a first and second derivative based on a rate or time. The derivative module removes negative derivatives when the derivatives are calculated with respect to the rate and positive derivatives when the derivatives are calculated with respect to time. The comparison module determines whether a rough road condition exists based on the statistical signal or the first and second derivatives.
    • 粗糙的道路检测系统包括收集模块,统计模块和比较模块。 收集模块从振动敏感信号收集样品。 统计模块从样本中去除周期异常,并从具有基于发动机转速信号的滤波器系数的滤波器的样本中去除随机异常。 此外,统计模块基于样本计算统计信号。 粗糙道路检测系统还包括基于速率或时间来计算第一和第二导数的导数模块。 当衍生物相对于时间计算时,当相对于速率和正衍生物计算衍生物时,衍生模块去除负衍生物。 比较模块基于统计信号或第一和第二导数来确定是否存在粗暴的道路状况。
    • 7. 发明授权
    • Clear path detection through road modeling
    • 通过道路建模清除路径检测
    • US08699754B2
    • 2014-04-15
    • US12581841
    • 2009-10-19
    • Wende ZhangSanjeev M. Naik
    • Wende ZhangSanjeev M. Naik
    • G06K9/00
    • G06K9/00798B60W2420/42G08G1/165G08G1/166G08G1/167
    • A method for detecting a clear path of travel for a vehicle including fusion of clear path detection by image analysis and road geometry data describing road geometry includes monitoring an image from a camera device on the vehicle, analyzing the image through clear path detection analysis to determine a clear path of travel within the image, monitoring the road geometry data, analyzing the road geometry data to determine an impact of the data to the clear path, modifying the clear path based upon the analysis of the road geometry data, and utilizing the clear path in navigation of the vehicle.
    • 用于检测用于车辆的清晰行驶路径的方法,包括通过图像分析进行清晰路径检测的融合和描述道路几何形状的道路几何数据的方法包括监视来自车辆上的照相机装置的图像,通过清晰路径检测分析来分析图像,以确定 在图像内的清晰的行进路径,监测道路几何数据,分析道路几何数据以确定数据对清晰路径的影响,基于道路几何数据的分析修改清晰路径,并利用清晰的 车辆导航路径。
    • 8. 发明授权
    • Pixel-based texture-rich clear path detection
    • 基于像素的纹理丰富的清晰路径检测
    • US08452053B2
    • 2013-05-28
    • US12474577
    • 2009-05-29
    • Wende ZhangSanjeev M. Naik
    • Wende ZhangSanjeev M. Naik
    • G06K9/00
    • G06K9/6211G06K9/00798G08G1/165G08G1/166
    • A method for detecting a clear path of travel for a vehicle utilizing analysis of a plurality of images generated by a camera device located upon the vehicle includes monitoring the images wherein each image comprises a plurality of pixels, identifying a set of interest points from the plurality of pixels in a current image, finding their corresponding points in a preceding image through correspondence matching, filtering the matched pairs of interest points to select a preferential set of matched pairs, generating a three dimensional map of features in the view based upon the preferential set of matched pairs, determining the clear path based upon the mapped features, and utilizing the clear path to operate the vehicle.
    • 利用对位于车辆上的相机装置生成的多个图像的分析来检测用于车辆的清晰行进路径的方法包括监视其中每个图像包括多个像素的图像,从多个像素识别一组感兴趣点 的当前图像中的像素,通过对应匹配找到其在先前图像中的对应点,对匹配的兴趣点对进行滤波以选择优选的匹配对组,基于优先集合生成视图中的特征的三维图 的匹配对,基于映射的特征确定清除路径,以及利用清除路径来操作车辆。