Deep Learning Approach for Fixed and Rotary-Wing Target Detection and Classification in Radars

S. M. Danish Rizvi,Shahzor Ahmad,Khurram Khan,Azhar Hasan,Ammar Masood

IEEE Aerospace and Electronic Systems Magazine（2022）

引用 6|浏览10

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摘要

Recent advancements demonstrate the application of machine learning techniques to radar signal processing, particularly the use of neural networks in one-dimensional (1-D) radar data to assist constant false alarm rate (CFAR) based target detection. However, the efficacy of using neural networks alone on 2-D data for target extraction remains to be explored. This research aims to develop a novel a...

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关键词

Radar,Radar detection,Radar imaging,Object detection,Doppler radar,Convolutional neural networks,Doppler effect

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