Disclosed is method of estimating the number of channel taps and channel coefficients in a concatenated way in order for the signal transmitted to be received successfully in the receiver in wireless communication systems. In particular, disclosed is a model that learns the number of channel taps and channel coefficients in a concatenated way in order to benefit from the existing correlation between the number of channel taps and channel coefficients. This model is based on a deep learning-based algorithm.