In this paper two of the power intensity of the signal directly algorithms for time-frequency characteristic of non-stationary signal are proposed, tested and compared to standard schemes. The first algorithm is based on the continuous time-frequency characteristic and the second is based on the discrete time-frequency character istic.The performance of each algorithm is evaluated and compared to the existing standard spectrogram analysis. The results show that the proposed power intensity waveform analysis provides very good performance in both continuous and discrete time -frequency characteristic for classical evaluation criteria, and for the preservation of data statistics. The Fourier transform of the intensity of signals is computed in continuos and discrete form. Two methods for the digital implementation of the proposed algorithm are suggested and described. Moreover, It is shown that this algorithm is useful for detecting possible nonstationarify of signals.