The data fusion in tracking the same trajectory by multi-measurement unit (
MMU) is considered. Firstly, the reduced parameter model (RPM) of trajector
y parameter (TP), system error and random error are presented, and then the
RPM on trajectory tracking data (TTD) is obtained, a weighted method on me
asuring elements (ME) is studied and criteria on selection of ME based on r
esidual and accuracy estimation are pur forward. According to RPM, the prob
lem about selection of ME and self-calibration of TTD is thoroughly investi
gated. The method improves data accuracy in trajectory tracking obviously a
nd gives accuracy evaluation of trajectory tracking system simultaneously.