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首页> 外文期刊>IEEE Geoscience and Remote Sensing Letters >Relationship Between DOA Estimation Error and Antenna Pattern Distortion in Direction-Finding High-Frequency Radar
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Relationship Between DOA Estimation Error and Antenna Pattern Distortion in Direction-Finding High-Frequency Radar

机译:测向高频雷达的DOA估计误差与天线方向图失真的关系

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摘要

The direction-finding high-frequency radars (HFRs) are widely used for remotely sensing the ocean surface currents. However, the performance of the direction-finding HFR is limited by the inevitable distortion of the actual antenna pattern of the compact monopole-cross-loop antenna, because the distortion of the antenna pattern leads to errors on the direction-of-arrival (DOA) estimation, which results in correctly determined radial velocities being placed into the incorrect bearing sectors. In this letter, a model determining the DOA estimation error (DOAEE) stemming from the antenna pattern distortion (APD) is presented with a detailed analytical derivation. This model suggests that the DOAEE only depends on the relative distortion of the two orthogonal loops. To validate the correctness of the proposed model, simulations are carried out. In addition, the simulation results show that the model well captures the actual relationship between the APD and the DOAEE. Moreover, a data set collected by a direction-finding HFR system and a synchronized automatic identification system receiver is used to further validate the proposed model. The precessing result of this data set demonstrates that the model-calculated DOAEE and the actual DOAEE are in good agreement with a correlation coefficient of 0.92 and a root-mean-square error of 9 degrees, which provides solid evidence to verify the validity of the proposed model in determining the relationship between the DOAEE and the APD.
机译:测向高频雷达(HFR)被广泛用于遥感海面流。但是,方向性HFR的性能受到紧凑型单极交叉环天线的实际天线方向图不可避免的失真的限制,因为天线方向图的失真会导致到达方向(DOA)出现错误)估算,从而将正确确定的径向速度放置在错误的轴承区域中。在这封信中,给出了确定源自天线方向图失真(APD)的DOA估计误差(DOAEE)的模型,并提供了详细的分析推导。该模型表明,DOAEE仅取决于两个正交环路的相对失真。为了验证所提出模型的正确性,进行了仿真。此外,仿真结果表明该模型很好地捕捉了APD和DOAEE之间的实际关系。此外,使用由测向HFR系统和同步自动识别系统接收器收集的数据集来进一步验证所提出的模型。该数据集的前处理结果表明,模型计算出的DOAEE与实际DOAEE的相关系数为0.92,均方根误差为9度,具有良好的一致性,这为验证检验方法的有效性提供了坚实的证据。在确定DOAEE和APD之间的关系时提出的模型。

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