A method and system for enhancing spectral features of distorted towed fronts
A feature enhancement and front spectrum technology, which is applied to radio wave measurement systems, instruments, and direction finders using ultrasonic/sonic/infrasonic waves, etc., can solve the problem that the unique identification of parameter estimation cannot be guaranteed, and the global convergence of parameter estimation cannot be guaranteed. Huge amount of calculation and other issues, to achieve the effect of adaptive line spectrum feature enhancement, obvious effect, and small amount of calculation
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Embodiment 1
[0034] The invention discloses a method for enhancing the spectral features of a distorted towed line array. The method can correct the distortion of the towed line array and the influence of the outlier value of the time delay vector on the beamforming under the condition of low signal-to-noise ratio. Under the environment, the line spectrum feature enhancement of the distorted towed array is realized. In order to verify the effectiveness of this method, this embodiment uses figure 1 Take the distorted towed array as an example to obtain the line spectrum features of the tracking target. In an ideal array, the array elements are arranged in a straight line at equal intervals. Such as figure 1 As shown, the array elements of the distortion array in this embodiment are arranged as shown in the hollow circle in the figure, including 60 array elements, that is, M=60, and there is a slight difference in the distance between the array elements. In this embodiment, the difference i...
Embodiment 2
[0081] In order to verify the effect of the method disclosed in the present invention in the case of low signal-to-noise ratio, this embodiment is based on the first embodiment, and the relative delay difference vector Γ for each array obtained in step 3 l Add a wild value to make the signal-to-noise ratio s, -20dB In step 4, to to replace the observed value Z m calculation.
[0082] Estimate the relative error of the beamformed line spectrum magnitude as E, A l Indicates the amplitude of the original data spectrum at the position of the lth line spectrum, PA l Indicates the magnitude of the estimated beamforming spectrum at the position of the lth line spectrum, and L indicates the number of selected line spectra. The relative error of the spectrum amplitude of the tracking beamline is used as the performance evaluation index.
[0083] Compared with the relative error of the line spectrum amplitude of the conventional beamforming CBF under different signal-to-noise rat...
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