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

Active Publication Date: 2021-09-07
SOUTHEAST UNIV
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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.
For self-calibration algorithms, there are still outliers in the delay of some array elements with low signal-to-noise ratio, which will lead to the degradation of beamforming performance.

Method used

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  • A method and system for enhancing spectral features of distortion dragged arrays
  • A method and system for enhancing spectral features of distortion dragged arrays
  • A method and system for enhancing spectral features of distortion dragged arrays

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Embodiment 1

[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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Abstract

The present invention discloses a method and system for enhancing the spectrum feature of the distortion dragging array, wherein the method includes: 1. Obtaining the observation array signal x i (t); 2. Roughly estimate the target orientation based on ideal beamforming as the steering angle when the target signal beam energy is maximum; 3. Detect the L frequencies with the highest power of the target signal and calculate the array relative delay difference vector of L strong line spectra Γ l ; 4. Use the weighted Kalman filter to reduce the array relative delay difference vector Γ l 5. Based on the estimated time delay, the target tracking beam is obtained to obtain the line spectrum features with enhanced fidelity through Fourier transform. This method can correct the distortion of the towed line array and the effect of the delay vector outlier on the beamforming under the condition of low signal-to-noise ratio, and realize the line spectrum feature enhancement of the distorted towed array in the multi-target strong interference underwater acoustic environment.

Description

technical field [0001] The invention belongs to the technical field of sonar signal processing, and in particular relates to a method and a system for enhancing the line spectrum characteristics of a distorted towed array in a strong interference underwater environment. Background technique [0002] Among the various energy forms known so far, the propagation performance of sound waves in water is the best. People have been using sound waves to locate, track and identify underwater or surface targets. The equipment with this function is called sonar. At present, the sonar system is mainly divided into hydrophone shore-based array sonar and hydrophone towed line array sonar. The hydrophone towed line array sonar is referred to as the towed array, which is an acoustic detection system towed at a certain distance at the stern of the ship. related parameters. It has the characteristics of strong detection ability, low detection frequency, strong hydrological adaptability and ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01S7/539G01S7/527G01S7/536G01S3/808
CPCG01S3/808G01S7/5273G01S7/536G01S7/539
Inventor 武其松张昊赖志超
Owner SOUTHEAST UNIV
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