According to the intrinsic relations between the stochastic differential and the phase noise signal processing, the phase noise is systematically analyzed. The Fokker-Planck equation of phase noise is presented. The solution is given by using the Motion-Group Fourier transform equation. The joint probability density function of phase noise in the filter is given.