Abstract: The one dimension ENO (essentially nonoscillatory) MW (morphological wavelet) algorithm was proposed, the characteristics of ENO interpolation basically without oscillation was used, and the reconstruction strategy was improved. That is, original signal was decomposed by MW algorithm, and reconstructed according to ENO interpolation method. The algorithm was applied to the signal processing.The results showed that the mentioned ENO MW algorithm has better perfermance than the existing MW.