Road bump condition and road type identification based automatic speed adjustment method and system
A road type, automatic speed regulation technology, applied in character and pattern recognition, vibration measurement in solids, measurement of vibration, etc., can solve problems such as hidden dangers of traffic accidents, discomfort of passengers, and prone to traffic accidents
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[0065] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.
[0066] The present invention comprises the steps of: collecting vibration signals of vehicles traveling on different roads through a three-axis accelerometer; performing corresponding denoising on the collected vibration signals, and then obtaining the function components of eigenmodes through empirical mode decomposition (EMD) ; Extract energy from each eigenmode component and combine them as an energy vector; encode the normalized energy vector and input it into the bumpy situation classifier for training; collect the vibration signal of the unknown road, and obtain the energy vector through calculation, Input the encoded energy vector into the bumpy situation classifier to obtain the bumpy situation classification information; at the same time, collect images of different roads through the camera; after cropping the collected images, calculat...
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