Deinterleaving of Pulse Streams With Denoising Autoencoders

Analyzing radar signals is an important task in operating electronic support measure systems. The received signals in the real electromagnetic environment often originate from multiple emitters and must be separated for further processing. Pulses from important target emitters with known parameters...

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Veröffentlicht in:	IEEE transactions on aerospace and electronic systems Jg. 56; H. 6; S. 4767 - 4778
Hauptverfasser:	Li, Xueqiong, Liu, Zhangmeng, Huang, Zhitao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.12.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Deinterleaving denoising autoencoders Electromagnetics Emitters Histograms Modulation Noise reduction Performance degradation Pulse measurements Pulse repetition interval pulse repetition interval (PRI) pulse streams Radar Task analysis time of arrival(TOA)
ISSN:	0018-9251, 1557-9603
Online-Zugang:	Volltext
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