Radar wave original data enhancement method based on metamorphic method

A technology of raw data and radar waves, applied in radio wave measurement systems, radio wave reflection/re-radiation, utilization of re-radiation, etc., can solve problems such as the negative impact of image data enhancement results

Pending Publication Date: 2022-04-05
NANJING UNIV
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Problems solved by technology

[0006] The problem to be solved by the present invention is to solve the problem that the image data enhance...

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  • Radar wave original data enhancement method based on metamorphic method
  • Radar wave original data enhancement method based on metamorphic method
  • Radar wave original data enhancement method based on metamorphic method

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Embodiment Construction

[0076] The implementation of the present invention is described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification.

[0077] This patent generates an effective transformation relationship through the relationship between the original radar wave data, mainly using the function analysis method, and the designed technology includes high sampling rate analog-to-digital conversion, pulse compression technology, motion compensation technology, imaging algorithm, real-time Imaging processing technology, slow moving target detection and imaging technology, etc.

[0078] 1. Radar signal transmission process

[0079] In the present invention, we first analyze the radar signal generation and emission process. This process includes broadband signal generation, high sampling rate analog-to-digital conversion, and pulse compression techniques. The commonl...

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Abstract

A radar wave original data enhancement method based on a metamorphic method comprises a data metamorphic module and a data imaging module. The data metamorphic module analyzes a radar signal transmitting and receiving method, a radar wave original data storage rule and a set of effective radar wave data enhanced metamorphic method, and finally multiple sets of marked radar wave data are obtained. The data imaging module takes SAR radar wave original data as an experiment object, is responsible for imaging marked SAR radar wave enhanced data, and enables synthesized images to be in one-to-one correspondence with the marked radar wave data.

Description

technical field [0001] The invention belongs to the field of data enhancement, in particular to radar wave data enhancement. After understanding the generation principle of radar wave raw data, a set of metamorphic relations that can be enhanced is obtained according to the radar wave data information collection rules. Background technique [0002] In recent years, deep learning has been developing continuously, and various models generated by deep learning have been widely used in our lives. In the era of deep learning, the larger the scale and the higher the quality of data, the better the generalization ability of the model, and the data directly determines the upper limit of model learning. However, in actual engineering, it is difficult for the collected data to cover all the scenarios. In order to enrich the training set, data enhancement is generally performed on the data. On the one hand, the significance of data enhancement is to improve the generalization ability...

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Application Information

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IPC IPC(8): G01S13/06G01S13/90G01S7/41
Inventor 房春荣何家伟刘佳玮陈振宇
Owner NANJING UNIV
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