| 基于改进卡尔曼滤波的汽车路试制动性能检测方法 |
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| 引用本文： | 李旭,宋翔,张国胜,于家河,张为公.基于改进卡尔曼滤波的汽车路试制动性能检测方法[J].中国惯性技术学报,2011(6). |
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| 作者姓名： | 李旭 宋翔 张国胜 于家河 张为公 |
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| 作者单位： | 东南大学仪器科学与工程学院;交通运输部公路科学研究院; |
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| 基金项目： | 高等学校博士学科点专项科研基金(200802861061); 江苏省自然科学基金(BK2010239) |
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| 摘 要： | 针对传统汽车路试制动性能检测方法的不足,提出了一种基于改进卡尔曼滤波的汽车路试制动性能检测方法。根据卡尔曼滤波理论,以单频载波相位单点GPS接收机输出的速度和方位角作为观测量,通过改进的卡尔曼滤波递推算法高频率、高精度地推算出汽车制动过程的平面运动坐标和速度,进而确定汽车制动距离和平均减速度MFDD,以检测汽车的制动性能。实车试验表明,该方法的制动距离测量精度可达0.2~0.3 m,速度精度小于0.1 m/s,输出频率可达100 Hz,具有成本低、输出频率高、精度高、环境适应力强的优点,克服了传统方法的不足。
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| 关 键 词： | 汽车试验 制动性能检测 改进卡尔曼滤波 单频载波相位单点GPS |
Test method of vehicle braking performance based on improved Kalman filtering |
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| LI Xu,SONG Xiang,ZHANG Guo-sheng,YU Jia-he,ZHANG Wei-gong.Test method of vehicle braking performance based on improved Kalman filtering[J].Journal of Chinese Inertial Technology,2011(6). |
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| Authors: | LI Xu SONG Xiang ZHANG Guo-sheng YU Jia-he ZHANG Wei-gong |
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| Institution: | LI Xu1,SONG Xiang1,ZHANG Guo-sheng2,YU Jia-he1,ZHANG Wei-gong1 (1.School of Instrument Science and Engineering,Southeast University,Nanjing 210096,China,2.Research Institute of Highway Ministry of Communications,Beijing 100088,China) |
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| Abstract: | In view the shortcomings of traditional test methods,a novel test method of vehicle braking performance based on improved Kalman filtering is proposed.The speed and azimuth outputted by single-frequency carrier phase single-point GPS receiver is selected as the observed information of Kalman filter.By improving Kalman filter recursion algorithm,the speed and plane coordinates of vehicle braking process are calculated with high frequency and high precision.Then,the vehicle braking distance and mean fully dev... |
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| Keywords: | vehicle test braking performance test improved Kalman filterin single-frequency carrier phase single-point GPS |
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