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Current signal filtering and denoising method based on generalized S transformation containing variable factor

A current signal, filtering and denoising technology, applied in the direction of pattern recognition in the signal, instrument, character and pattern recognition, etc., to improve the time-frequency resolution, superior filtering and denoising effect, and realize the effect of extracting effective signals

Inactive Publication Date: 2020-04-21
HOHAI UNIV
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Problems solved by technology

[0003] Purpose of the invention: The present invention proposes a current signal filtering and denoising method based on the generalized S-transform with variable factors for the situation that the widely existing noise background submerges the effective signal, in order to realize the noise background from the noise background under various working conditions The purpose of extracting effective signals from

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  • Current signal filtering and denoising method based on generalized S transformation containing variable factor
  • Current signal filtering and denoising method based on generalized S transformation containing variable factor
  • Current signal filtering and denoising method based on generalized S transformation containing variable factor

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[0043] In order to describe the technical solution disclosed in the present invention in detail, further description will be made below in conjunction with the accompanying drawings and specific embodiments.

[0044] Aiming at the situation that the widely existing noise background submerges the effective signal, the present invention proposes a current signal filtering denoising method based on generalized S transformation with variable factors. The invention can filter and denoise the signal by combining the threshold filtering method with the variable factor generalized S transform and the time-frequency filter based on the time-frequency distribution, so as to realize the filtering and denoising process under various working conditions , the purpose of extracting effective signal from noise background.

[0045] Such as figure 1 Shown, the present invention comprises the following steps:

[0046] Step 1. Input a set of discrete sampling sequences of continuous time-domain...

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Abstract

The invention discloses a current signal filtering and denoising method based on generalized S transformation containing a variable factor. The method comprises the following steps: firstly, converting a discrete sampling sequence of a group of continuous time domain current signals into a two-dimensional time-frequency complex matrix through generalized S transformation containing the variable factor; secondly, performing threshold filtering method processing on the two-dimensional time-frequency matrix, performing processing by using a time-frequency filter based on time-frequency spectrum distribution, reserving effective signals in a time-frequency domain, and extracting effective current signal components; and finally, obtaining a noise-removed one-dimensional time domain current signal through generalized S inverse transformation. According to the method, the current pure signal under the noise background can be effectively extracted, so that the current signal can be analyzed and processed under various working condition environments.

Description

technical field [0001] The invention belongs to the technical field of signal filtering and denoising processing, and in particular relates to a current signal filtering and denoising method based on generalized S-transform with variable factors. Background technique [0002] In engineering practice, the influence of noise on the real measured value is almost unavoidable. When a small current single-phase ground fault occurs in the distribution network, a large number of noise signals can easily overwhelm the weak fault characteristic signal, making it more difficult to extract effective fault signals, making the problem of fault location even more difficult. The noise here mainly comes from the distribution network itself. On the one hand, with the rapid development of the urban power grid, the proportion of cables in the distribution line is getting higher and higher, which aggravates the noise pollution; on the other hand, it is caused by the error of the measuring device...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00
CPCG06F2218/04
Inventor 卫志农毛玥萱殷志华孙国强臧海祥刘玲刘雨琦
Owner HOHAI UNIV
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