YAO En-tao, ZHANG Jun, JI Juan. Signal analysis method of vehicle weigh-in-motion based on EMD-RBF network[J]. 2007, (1): 80-83. DOI: 10.13873/j.1000-97872007.01.027.
In allusion to the complication of processing dynamic weighing data
the expirical mode decomposition(EMD) method is used to obtain the average residue.The experiments concentrate on two-axle vehicle.The mean residue of front
the one of rear axle
the velocity
the ascending slope and descending slope of signal on the plate entirely are inputed into the RBF network.The system composed by vehicle and weighing plate is non-linear.The static weight signals are used for simulating relative real value.The relative error is decreased from(2.1 %)to 1.4 %.The simulation results show that higher precision can be achieved instead of simple average.