By analyzing and processing of the vibration signals of the rolling bearing, the characteritic parameters which represent operating state of the rolling bearing are extracted to construct characteristic vector, the fault diagnosis of the rolling bearing in operating state is realized by using function approach and memory capacity of the neural network.