Abstract:In this paper the noise cancellation theory was applied to the extraction of weak signal in similar mixed signal, and the effect of the signal correlation was analyzed. Then the error rate of the 2FSK signal was extracted by using the noise cancellation theory in Simulink. To further improve the original noise cancellation work mode, a novel framework based on training mode was proposed. The simulation results show that the 2FSK signal can be well separated under the new operating mode, and the error rate curve and the theoretical curve of the system under the condition of Gauss noise are basically coincident.