CNN-based multiple-input multiple-output radar image enhancement method

In this study, the convolutional neural network (CNN) is utilised to enhance the quality of radar images. First, a four-layer convolutional neural network is trained. The input of it is a complex valued two-dimensional low-resolution radar image, and the output is the radar-cross-section distributio...

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Bibliographic Details
Main Authors: Yongpeng Dai, Tian Jin, Yongping Song, Hao Du, Dizhi Zhao
Format: Article
Language:English
Published: Wiley 2019-09-01
Series:The Journal of Engineering
Subjects:
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0543