Radar target discrimination using neural networks

Time domain response based neural network and frequency domain response based neural network have been proposed for radar target recognition. In this paper, we propose a natural frequency based neural network for radar target recognition. Our scheme makes advantage of an aspect angle independence of...

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Bibliographic Details
Main Authors: Joon-Ho Lee, Hyo-Tae Kim
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Noise measurement
Radar
Target recognition
Time domain analysis
Time frequency analysis
Online Access:Request full text
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Description
Summary:Time domain response based neural network and frequency domain response based neural network have been proposed for radar target recognition. In this paper, we propose a natural frequency based neural network for radar target recognition. Our scheme makes advantage of an aspect angle independence of a natural frequency. In the results, we show that, for the multiple aspect angles, natural frequency based neural network is superior to time domain response based neural network.
ISSN:0547-3578
2379-2027
DOI:10.1109/NAECON.2010.5712977