Questions of detector synthesis based on the generalized signal processing algorithm for signals with random initial phase are considered. Variance and variance estimation of total noise component at the generalized detector output under the finite time interval [0, T] are determined. Comparative analysis of detection characteristics of the optimal and generalized detectors is carried out. Investigation avenues to stabilization of detection characteristics under employment of the generalised detector independent of signal random parameters based on phase tracking system have been proposed.