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The traditional radar target tracking bias compensation method has low accuracy in radar tracking target bias compensation, which results in poor reliability and stability of research results. In order to solve the above problems, a radar target tracking bias compensation method is proposed based on the data priority. Radar polarization is used to measure the target signal, and three-dimensional spatial coordinates are established to guide the operation of the data. The calibration of the phase control deviation is used to achieve the data target. Accurate measurement to improve the accuracy of system inspection. According to the principle of data priority, perform angle measurement on polarized pulses, select appropriate measurement schemes, set radar target pattern, perform radar target super-resolution imaging, strengthen experimental research efforts, and comprehensively consider optimization. Information and operating conditions, to realize the research of radar target tracking deviation compensation method. The experimental results show that the radar target tracking bias compensation method based on data priority has higher accuracy of radar tracking target bias compensation, higher research reliability, and significantly improved stability.