Coherent polarization beam combining (CPBC) of multi-channel fiber lasers is studied theoretically and experimentally. Based on active phase-locking technology, phase of four fiber lasers are locked and coherently combined beam with combining efficiency of 84.9% is obtained, which indicates that coherent polarization beam combining is feasible for multi-channel, multi-module structure and feasible project are proposed.