基于周期宽带参考信号的直接定位方法

Direct Position Determination assisted by the periodic wideband reference signal

  • 摘要: 定位系统的模型误差是制约定位精度提高的最主要因素之一。目前大多数定位系统都采用参数标定或者参数差分的方法降低模型误差对定位精度的影响。本文针对辐射源的多星定位应用,采用低信噪比的周期宽带信号作为参考信号,对定位系统的模型误差进行校准。校准过程建立了模型误差参数直接估计模型和辐射源位置直接估计模型。模型误差直接估计模型中,建立起接收参考信号波形与模型误差参数之间的关系,运用最大似然方法获得超分辨率的模型误差参数估计。辐射源位置直接估计模型中,建立起模型误差参数、未知辐射源位置与接收未知信号波形之间的关系,直接估计出辐射源的位置。针对参考信号带宽大,周期长,信噪比低,导致模型误差参数估计计算复杂度大的问题,利用参考信号的周期特性对参考信号进行能量累积和分步搜索方法逐级引导,提高了系统参数估计速度和精度。最后给出一个仿真算例说明方法的有效性。

     

    Abstract: The model error of the positioning system is one of the most important factors that limit the positioning accuracy. Most positioning systems use parameter calibration or parameter difference method to reduce the influence of model error on positioning accuracy. In this paper, for the satellite radiation source positioning application, the periodic wideband signal with low SNR is used as the reference signal to calibrate the model error of the positioning system. The calibration process establishes a model error parameter direct estimation model and a direct estimation model of the radiation source position. In the model error direct estimation model, the relationship between the received reference signal waveform and the model error parameters is established, and the maximum resolution method is used to obtain the super-resolution model error pa-rameter estimation. In the direct estimation model of the radiation source position, the relationship between the model error parameter, the unknown radiation source position and the received unknown signal waveform is established, and the posi-tion of the radiation source is directly estimated. For the problem that the reference signal has large bandwidth, long period and low signal-to-noise ratio, which leads to large computational complexity of model error parameter estimation, the ener-gy accumulation and step-by-step search method of the reference signal are used to guide the reference signal step by step, which improves the system. The parameters estimate speed and accuracy. Finally, a simulation example is given to illustrate the effectiveness of the method.

     

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