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A method for automatically judging lightning electromagnetic pulse types

An electromagnetic pulse and type technology, applied in character and pattern recognition, instruments, computer components, etc., can solve the problems of missed judgment, occupation of work efficiency, low efficiency, etc., achieve high accuracy and improve computing efficiency

Inactive Publication Date: 2019-03-08
INST OF ATMOSPHERIC PHYSICS CHINESE ACADEMY SCI
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Problems solved by technology

[0002] The process of lightning is accompanied by powerful electromagnetic pulse radiation. Obtaining different types of electromagnetic pulse signals radiated by different processes of lightning through the recording of lightning electromagnetic pulse signals by various devices can reveal the physical process of lightning occurrence. When recording lightning magnetic field pulse signals, it is found that each A pulse signal waveform with generally similar characteristics in a lightning process, the same characteristic waveform corresponds to a similar physical process, so in the study of lightning magnetic field signals, the statistics of some special similar characteristic pulse sequences are the key to scientific researchers in the field of lightning The problem we have been facing is that a large amount of data screening and statistics take up a lot of time, which makes the work efficiency extremely low. Manual recognition causes visual fatigue and cannot make a unified standard interpretation, and there will be misjudgments, missed judgments and other adverse results.

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  • A method for automatically judging lightning electromagnetic pulse types
  • A method for automatically judging lightning electromagnetic pulse types
  • A method for automatically judging lightning electromagnetic pulse types

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Embodiment Construction

[0027] The implementation of the present invention will be described in detail below with reference to the drawings and examples, so as to fully understand and implement the implementation process of how to use technical means to solve technical problems and achieve technical effects in the present invention.

[0028] Such as figure 1 As shown, the present invention automatically distinguishes the method for lightning electromagnetic pulse type, utilizes DTW algorithm to carry out automatic discrimination to the type and the pulse combination mode of the lightning electromagnetic pulse signal that obtains, specifically as follows:

[0029] S101. Based on the MATLAB software, program the relevant process involved in the invention, and find or construct one or more characteristic waveform bases according to the characteristic pulse waveform parameters;

[0030] S102. Using the DTW algorithm to compare the target signal with the constructed characteristic signal base, and calcula...

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Abstract

The invention discloses a method for automatically judging lightning electromagnetic pulse types. The method comprises the steps of coupling the characteristic parameters to serve as a characteristicpulse substrate; comparing the pulse signal (target) with the selected characteristic pulse substrate; determining the similarity between the target signal and the substrate to determine the type of the pulse; giving different thresholds according to the pulse characteristics and the client requirements to classify the obtained similarity values. The high-similarity section is the pulse of the same type as the substrate, the high classification accuracy can be ensured by increasing the number of pulse characteristic substrates, an efficient, intelligent and brand-new technical means is provided, and the method is not only limited to the field of lightning electromagnetic pulse signal type recognition, but also has good application prospects in other intelligent analysis and utilization.

Description

technical field [0001] The invention belongs to the technical field of signal detection and intelligent identification, and relates to a method for automatically identifying lightning electromagnetic pulse types. Background technique [0002] The process of lightning is accompanied by strong electromagnetic pulse radiation. Obtaining different types of electromagnetic pulse signals radiated by different processes of lightning through the recording of lightning electromagnetic pulse signals by various equipment can reveal the physical process of lightning occurrence. When recording lightning magnetic field pulse signals, it is found that each A pulse signal waveform with generally similar characteristics in a lightning process, the same characteristic waveform corresponds to a similar physical process, so in the study of lightning magnetic field signals, the statistics of some special similar characteristic pulse sequences are the key to scientific researchers in the field of ...

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Application Information

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IPC IPC(8): G06K9/00
CPCG06F2218/12
Inventor 宋子珏李晓王娉婷陆高鹏
Owner INST OF ATMOSPHERIC PHYSICS CHINESE ACADEMY SCI