Aiming at the problem of high resolution bearing estimation on broadband coherent signal in case of multipath condition,this paper has studied the method of MUSIC and ESPRIT with acoustic vector sensor array. By adopting the spatial resampling method,the bearing estimation of spatial coherent signals can be resolved. Simulation with field measured ship-radiated noise shows that,two targets separated no less than 15o can be resolved with a 6-element acoustic vector sensor array,though they are spatially coherent,which has good application prospect in fuse multi-target resolution.