For the group of pulsating variable stars with multi-component variabilitywhich are currently classified as the RV Tau-type starsthe classification based on complexity of the periodograms is discussed. Periodograms were computed using the least approximation of the data with a sinusoid. The periodograms previously classified by their shape into three groups according to the presence or absence of certain structures: two peaks in a 2:1 ratio, (biharmonic signal with two waves during a main period, or the phase curve is significantly asymmetric), the presence of satellites of these peaks at the periodogram indicating the result of modulation of characteristics of oscillations. Group I includes objects showing the periodogram typical for the RV-type stars, and the ratio of the periods of the two main peaks is indicated. These oscillations appear to be relatively stable during the observations. The Group II includes objects, the periodograms of which contain signs of multi-periodicity or, vice-versa, only one clear peak, instead of two. The presence of multiple peaks may be due to multiple periods, or due to variability of the main period. The Group III includes objects, the periodograms of which are highly noisy, mainly due to a small number of observations or they do not show typical structures of RVtype stars. Such stars may be classified in the catalogue wrongly, so, additional study is needed. For periodogram analysis, the photometric observations from the international databases of AFOEV, AAVSO and ASAS were used. A least squares method is used for the analysis, to compare the variance in the deviations from the smoothed function with the variance in the initial observations. The mean light curves and the phase plane diagrams dxC()/d vs xC() was compiled and analyzed for the values of the periods corresponding to the peaks in the periodograms.