Making use of wavelet packet decompose, it can improve the capacity of discernment in neural network without losing any vibration signal in reducing dimension of signal.

• 运用小波包频带能量分解，可以在不丢失振动信息的情况下降低信号的维数，提高神经网络的识别能力；