This paper reports an achievement of a novel polarization stabilization system, which can realize the stable states of polarization (SOP) output, especially any output stable SOP you want. The experiments were done for the cases including different varying frequencies and phase amplitudes generated by a polarization scrambler. The stabilizations of SOP can be realized up to 8 kHz for the peak-to-peak π/2 scramble signals. The analysis of time-consuming distribution showed that the polarization controller occupied 71% of the total time, while the stable algorithm and data processing only occupied 8%.