Radar signal sorting identification method and device, detector and storage medium

A radar signal sorting and recognition method technology, applied in character and pattern recognition, instruments, biological neural network models, etc., can solve problems such as difficulty in obtaining new radar signal samples, high cost of reconnaissance aircraft marking, and low recognition rate of recognition means , to achieve the effect of improving the recognition success rate, improving the recognition success rate, and accurately identifying radar signals

Pending Publication Date: 2020-12-29
NAVAL UNIV OF ENG PLA
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Problems solved by technology

However, for new radar signals, due to the inability to use prior knowledge, the identification cost of reconnaissance aircraft is high, making it difficult to obtain more samples of new radar signals. The recognition rate of traditional recognition methods is low, and the recognition takes a long time

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  • Radar signal sorting identification method and device, detector and storage medium
  • Radar signal sorting identification method and device, detector and storage medium
  • Radar signal sorting identification method and device, detector and storage medium

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Embodiment Construction

[0043] The principles and features of the present invention will be described below in conjunction with specific embodiments, and the examples given are only used to explain the present invention, and are not intended to limit the scope of the present invention.

[0044] refer to figure 1 , figure 1 It is a schematic diagram of the server structure of the hardware operating environment involved in the solution of the embodiment of the present invention.

[0045] Such as figure 1As shown, the server may include: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), and the optional user interface 1003 may also include a standard wired interface and a wireless interface. Optionally, the network interface 1004 may include a stan...

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Abstract

The invention relates to a radar signal sorting identification method and device, a detector and a readable storage medium, and the method comprises the steps: processing a target radiation source signal through employing a CWD time-frequency analysis technology and a short-time autocorrelation feature image construction method, and obtaining an original time-frequency image and an autocorrelationfeature image; and obtaining a classification result through a convolutional neural network feature extractor and a random forest classifier, and after the classification result is subjected to weighted fusion, obtaining a sorting identification result, so that the technical problem of relatively low accuracy of identifying unknown radar waveforms by using a CWD time-frequency analysis technologyin the prior art is solved And the recognition rate of unknown radar signals is greatly improved by only using less radar sample information.

Description

technical field [0001] The invention relates to the technical field of radar signal identification, in particular to a radar signal sorting and identification method, device, detector and storage medium. Background technique [0002] In modern electronic warfare, the analysis and processing of radar emitter signal is one of the important links of electronic intelligence reconnaissance system and electronic support system. Radar signal styles are complex and have many working modes. Especially in wartime, new radar signals are constantly emerging. For some radar waveforms with known modulation methods, the correlation between the radar prior knowledge and the radar signal received by the reconnaissance receiver can be used. Identify categories. However, for new radar signals, due to the inability to use prior knowledge, the identification cost of reconnaissance aircraft is high, making it difficult to obtain more samples of new radar signals. The recognition rate of traditi...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G06N3/00
CPCG06N3/006G06N3/045G06F2218/08G06F2218/12
Inventor 马知远林安妮余文婷黄智夏炎宋子轩王肖君
Owner NAVAL UNIV OF ENG PLA
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