基于DSP的干涉仪测向多级数据处理方法
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中国电子科技集团公司第二十七研究所

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TP274 TN971.1

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Multi-level Data Processing Method for InterferometersDirection Finding Based on DSP
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    摘要:

    针对多基线干涉仪测向系统存在测量噪声、系统误差等导致的解模糊错误和测向精度低等问题,提出了一种有效提高测向精度的多级数据处理方法;该方法选用了抗干扰能力强、复杂度适中、易于工程实现的立体基线法,并着重于解模糊前后的数据处理;针对解模糊过程中基线间相位差数据相互关联、相互影响的数据特点,选用了中值滤波算法,以达到既有效滤除噪声,又尽可能保留数据原本信息的目的,从而有效提高解模糊正确率和测向精度;为提高测向数据可靠性,测向解算后再次对数据进行了异常值剔除;设计FPGA+DSP硬件平台,基于DSP芯片TMS320C6713完成该多级数据处理方法的工程实现;实测数据表明,在最长基线仅为约10个波长的小型化天线阵条件下,输入相位差数据均方根误差(RMSE)为3.4°时,解模糊正确,且测角均方根误差控制在0.1°,数据处理速率达到100Hz;该测向数据处理方法有效提高了解模糊正确率,处理速度快、测向精度高、工程实用性强。

    Abstract:

    A multi-level data processing method is proposed to effectively improve the direction finding accuracy of a multi baseline interferometer direction finding system, addressing issues such as ambiguity resolution errors and low direction finding accuracy caused by measurement noise and system errors. This method adopts the spatial baseline method with strong anti-interference ability, moderate complexity, and easy engineering implementation, and focuses on data processing before and after resolving ambiguity. In response to the mutual correlation and influence of phase difference data between baselines in the process of resolving ambiguity, the median filtering algorithm was selected to effectively filter out noise while preserving the original information of the data as much as possible, thereby effectively improving the accuracy of ambiguity resolution and direction finding. To improve the reliability of direction finding data, abnormal values were removed from the data again after direction finding calculation. Design FPGA+DSP hardware platform and complete the engineering of multi-level data processing method based on DSP chip TMS320C6713. The measured data shows that under the condition of a miniaturized antenna array with a longest baseline of only about 10 wavelengths, when the Root Mean Squared Error (RMSE) of the input phase difference data is 3.4°, the ambiguity resolution is correct, and the angle measurement RMSE can be controlled within 0.1°, the data processing speed can reach 100Hz. This direction finding data processing method effectively improves the accuracy rate of ambiguity resolution, with fast processing speed, high direction finding accuracy, and strong engineering practicality.

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文彩虹,沈鹏飞,王先发,陈欣,郭林楠,幸涛.基于DSP的干涉仪测向多级数据处理方法计算机测量与控制[J].,2025,33(3):219-225.

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  • 收稿日期:2024-11-12
  • 最后修改日期:2024-12-09
  • 录用日期:2024-12-10
  • 在线发布日期: 2025-03-20
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