Aimed at the modulation characteristics of gear fault signals, the Local Mean Decomposition (LMD) demodulation method is improved by correlation analysis, and the enhancement method of gear fault feature based on improved LMD is proposed. The application of actual gear with rupture for fault feature extraction was done. The result show that this method can effectively enhance the gear fault feature, and the effect is better than the traditional Hilbert envelope demodulation method.