In airborne target tracking

the track breakages are often happened.A new association statistic of the track segments’combination is constructed

which using multi-feature information including the target attribute and state.The following combination is based on the Dezert-Smarandache（DSm） theory which takes the feature association degree as the evidence.According to the recognition results

the track segments of the same targets can be connected.The track continuity is improved and the complexity of the battlefield situation is reduced.The simulation results show the effectiveness and feasibility of this method.