A method and system for enhancing spectral features of distortion dragged arrays
A feature enhancement and front spectrum technology, which is applied to radio wave measurement systems, systems for determining direction or offset, instruments, etc., can solve the problem that the unique identification of parameter estimation cannot be guaranteed, the global convergence of parameter estimation cannot be guaranteed, and beamforming performance cannot be guaranteed. Problems such as decline, to achieve the effect of obvious effect, small amount of calculation, simple and direct application
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[0029] The invention discloses a spectral feature enhancement method of a distorted towed array. The method can correct the distortion of the towed array and the influence of the time delay vector outlier on beamforming under the condition of low signal-to-noise ratio. In the multi-target strong interference underwater acoustic environment To achieve the enhancement of the line spectrum features of the distortion drag array, in order to verify the effectiveness of this method, this example uses figure 1 Take the distortion drag array shown as an example to obtain the line spectrum features of the tracked target. In an ideal array, the elements are arranged in a straight line with equal spacing. like figure 1 As shown in the figure, the array elements of the distortion array in this embodiment are shown as the hollow circles in the figure, including 40 array elements, that is, M=40, and there is a slight difference in the spacing of the array elements. In this embodiment, the ...
Embodiment 2
[0100] In order to verify the effect of the method disclosed in the present invention under the condition of low signal-to-noise ratio, in this embodiment, on the basis of Embodiment 1, the relative delay difference vector Γ of each array obtained in step 3 is analyzed. l Add outliers to make the signal-to-noise ratio s, and get an inaccurate array relative delay vector In step 4, with in place of the observation Z m calculation.
[0101] The relative error of the estimated beamformed line spectrum magnitude is E, A i represents the amplitude of the original data spectrum at the i-th line spectrum position, PA i represents the magnitude of the estimated beamforming spectrum at the i-th line spectrum position, and L represents the number of selected line spectrums. The relative error of the spectral amplitude of the tracking beamline is used as the performance evaluation index.
[0102] Compared with the relative error of the line spectrum amplitude of the average esti...
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