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SYSTEM AND METHOD FOR FEATURE EXTRACTION FROM REAL-TIME VEHICLE KINETICS DATA FOR REMOTE TIRE WEAR MODELING
SYSTEM AND METHOD FOR FEATURE EXTRACTION FROM REAL-TIME VEHICLE KINETICS DATA FOR REMOTE TIRE WEAR MODELING
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机译:用于远程轮胎磨损建模的实时车辆动力学数据的特征提取系统和方法
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摘要
A system and method are provided for efficiently estimating vehicle tire wear. Vehicle kinetics (first) data are provided via one or more sensors associated with the vehicle and/or at least one associated tire. The vehicle kinetics data are locally processed to compress or otherwise generate second data as a reduced subset thereof, said second data representative of the first data and comprising any one or more predetermined wear-specific features extracted therefrom. The second data are selectively transmitted via a communications network to a remote computing system, which processes the second data to estimate a wear characteristic for the at least one tire. Alternatively, the second data processed to generate third data as a reconstruction of the first data, and the third data and the any one or more extracted features are processed to estimate a wear characteristic for the at least one tire.
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