The principle and implementation steps of Minimum Entropy Deconvolution (MED) are introduced. The parameter selection method was explained. In order to effectively reduce the noise and enhance the fault feature information, the method of MED combined with envelope autocorrelation was proposed. The effectiveness and advantages of the proposed method are proved through the experimental signals.