Three active phase control configurations involved in coherent beam combining of fiber lasers are introduced, and coherent beam combining of three W-level fiber amplifiers based on each phase control configuration are experimentally implemented. Comparative study and analysis on these configurations is presented based on theoretical analysis and experimental investigation. The fill factor issue involved in practical engineering is also briefly discussed.