By using the concept of confidence distance estimation, the measured errors of sensor are tested and the support relations among sensors are described. Whether the data of sensors are used are decided. Two optimal merging algorithms are presented and shown that are effective. The accuracy of the two optimal algorithms are better than that of the simple averaging method.