Vehicle regulating and controlling method for reducing traffic accidents under raining conditions
A technology for traffic accidents and vehicle control, applied in collision avoidance systems and other directions, can solve problems such as the prevention and reduction of traffic accidents in rainy days
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[0050] Utilize the real traffic flow parameters and meteorological data on the I-880 road in California, U.S.A. to test the performance of the present invention in the real-time prediction of traffic accidents in rainy weather conditions. Collected data includes upstream traffic occupancy average x 1 , the variance x of the average upstream traffic occupancy rate 2 , the absolute value x of the speed difference between the upstream and downstream vehicles 3 and rainfall intensity x 4 .
[0051] There are 101 traffic data samples of the accident group and 1010 traffic data samples of the normal group (that is, data collected under rainy conditions without traffic accidents). Randomly select 80 accident group traffic data samples and 800 normal group traffic data samples from the whole sample as the training set. The remaining 21 accident group traffic data samples and 210 normal group traffic data samples are used as a detection set to test the prediction accuracy of the pr...
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