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Summary:In a method for determining a road surface condition, the speed of calculation is improved by applying an appropriate path limitation. To further improve the accuracy of determination, a time-series waveform of tire vibration detected by an acceleration sensor is windowed at time width T by a windowing means, and time-series waveforms of tire vibration in the respective time windows are extracted before feature vectors X i of the respective time windows are calculated. Then kernel functions K A (X, Y) are calculated from the feature vectors X i for the respective time windows and road surface feature vectors Y i , which are feature vectors for the respective time windows calculated from time-series waveforms of tire vibration having been determined in advance for distinctive road surface conditions. In doing so, the kernel functions are calculated after weighting respective paths by weighting parameters É (i, j) using a time-series waveform length corresponding value in the time-series waveform of tire vibration as measured and a previously determined time-series waveform length corresponding value in the time-series waveform of tire vibration.
Bibliography:Application Number: EP20150864328