To deal with the location estimation problem in many observations by the satellite-borne interferometer, this paper presents a new location integration algorithm, which is independent of any prior knowledge. First, it analyzes the location precision of the satellite-borne interferometer. On the basis of this, it presents an integration algorithm of emitter loci by using the location errors covariance matrix as weights. Simulation results show that the location precision can be improved by using the new method.