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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

Active Publication Date: 2022-04-12
SOUTHEAST UNIV
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  • Summary
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  • Application Information

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Problems solved by technology

But for some array structures, such as equidistant line arrays, the unique identification of parameter estimates is often not guaranteed
More importantly, the high-dimensional, multi-modal, and nonlinear optimization problems corresponding to the joint estimation of parameters in the self-calibration algorithm bring a huge amount of computation, and the global convergence of parameter estimation is often not guaranteed.

Method used

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  • A method and system for enhancing spectral features of distorted towed fronts
  • A method and system for enhancing spectral features of distorted towed fronts
  • A method and system for enhancing spectral features of distorted towed fronts

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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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Abstract

The present invention discloses a method and system for enhancing the characteristics of the distortion towed front spectrum, wherein the method includes: 1. Obtaining the observation array signal; 2. Roughly estimating the target orientation based on ideal beamforming; 3. Detecting L frequencies with the highest power of the target signal , to calculate the relative delay difference vector Γ of the strong line spectrum array l ; 4. The relative delay difference vector Γ of the L strong line spectrum arrays l Fitting to L curves; 5. Use the hierarchical clustering algorithm based on Frechet distance to classify the L curves to obtain a classification cluster set; 6. Select the class with the most line spectrum in the classification results to obtain the relative time delay of the array to eliminate the influence of strong interference Difference vector estimation Γ'; 7. Acquire the target tracking beam based on the estimated time delay, and obtain the line spectrum feature with enhanced fidelity through Fourier transform. This method eliminates the influence of the strong interference line spectrum on the time delay estimation by fitting-hierarchical clustering, and obtains the target radiation noise tracking beam based on the estimated time delay. Enhanced spectral features.

Description

technical field [0001] The invention belongs to the technical field of sonar signal processing, and in particular relates to a method and system for enhancing line spectrum features of a distorted towed array in a strong-interference underwater environment. Background technique [0002] Compared with the traditional hull sonar, the towed line array, on the one hand, is not restricted by the geometric size of the hull, so it can deploy more hydrophones, increase the sonar aperture, and has the ability to receive low-frequency and even very low-frequency sound waves; , because the towed line array is far away from the working mother ship, the influence of platform noise is reduced, and the receiving signal-to-noise ratio is significantly improved; these characteristics greatly improve the detection capability of the towed sonar. However, the acoustic section of the linear array is usually flexible due to dragging. In practical applications, after the towline is deployed in th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01S7/52G01S3/80
CPCG01S7/52003G01S3/80
Inventor 武其松张昊
Owner SOUTHEAST UNIV
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