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In the typical application scenario with dense targets, aiming at the problem that the traditional data association algorithm is easy to generate target tracking loss, the PMSJPDA is proposed, and the algorithm is theoretically studied. Finally, the performance of the data fusion algorithm is simulated and verified in the shipboard application scenarios. Simulation results show that the proposed algorithm can effectively improve the tracking performance and accuracy of the target.