面向主被动协同目标定位跟踪的雷达辐射开关机准则研究

    Research on the Criteria for Radar Radiation On-Off Switching in Active-Passive Cooperative Target Localization and Tracking

    • 摘要: 雷达系统在进行目标探测过程中,由于需要不断向外辐射电磁波信号因而存在容易暴露的风险。为了同时保证目标的准确探测与雷达信号的低截获率(Low Probability of Intercept, LPI),本文提出了一种基于目标定位跟踪精度的雷达辐射自适应开关机判决准则。首先,建立雷达目标探测信号模型和目标无源定位信号模型。其次,提出了一种基于目标定位跟踪均方根误差(Root Mean Square Error, RMSE)的雷达辐射自适应开关机判决准则,根据经验设定判决阈值,当目标定位跟踪预测RMSE高于阈值,表明此时目标定位跟踪精度较低,则判定雷达下一时刻辐射开机;当目标定位跟踪预测RMSE低于阈值,表明此时目标定位跟踪精度较低,则判定雷达下一时刻辐射关机;再次,根据雷达辐射开关机判决结果,进行当前时刻雷达主被动协同定位跟踪数据融合与目标状态估计;最后,通过仿真实验验证本文所提算法的正确性与有效性。

       

      Abstract: During the target detection process, radar systems inherently face exposure risks due to continuous electromagnetic wave radiation. To simultaneously ensure accurate target detection and maintain low probability of intercept (LPI) characteristics, this paper proposes an adaptive radar radiation on-off switching decision criterion based on target localization and tracking accuracy. The framework comprises four key components: Firstly, we establish signal models for active radar detection and passive target localization. Secondly, an adaptive radiation switching decision criterion is developed using the predicted root mean square error (RMSE) of target localization and tracking. An empirical threshold is set where radar activation is triggered when the predicted RMSE exceeds this threshold (indicating degraded tracking accuracy), while radiation ceases when the predicted RMSE falls below this threshold (also indicating insufficient tracking accuracy). The switching decisions govern radar operation in the subsequent time step. Thirdly, active-passive cooperative localization and tracking are implemented through real-time data fusion and target state estimation at the current time step based on the switching decisions. Finally, simulation experiments validate the correctness and effectiveness of the proposed algorithm.
       

       

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