Deep Learning for Classification of Mini-UAVs Using Micro-Doppler Spectrograms in Cognitive Radar

Albert Huizing,Matijs Heiligers,Bastiaan Dekker,Jacco de Wit, Lorenzo Cifola,Ronny Harmanny

IEEE Aerospace and Electronic Systems Magazine（2019）

Cited 50|Views2

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Abstract

Military radar can not only provide kinematic information (position, speed, and course) of land, sea, and air targets during day and night in all weather conditions, but also provides information about the type of target using micro Doppler properties. The micro -Doppler properties of a target are determined by the moving parts on the target body. The number, location, and type of motion of these ...

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Key words

Deep learning,Spectrogram,Cognitive radar,Classification,Unmanned aerial vehicles,Dopplar radar,Target recognition,Optical variables measurement

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