Polarimetric radar target recognition framework based on LSTM

Polarimetric radar target recognition framework based on LSTM

Polarimetric information is of great importance for radar target recognition. Conventional polarimetric features are hand-designed based on scattering mechanism. In this study, a novel polarimetric target recognition framework based on long–short-term memory (LSTM) network is proposed. The different...

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Bibliographic Details
Main Authors: Wei Chen, Liang Zhang, Jia Song, Yanhua Wang, Yang Li
Format: Article
Language:English
Published: Wiley 2019-09-01
Series:The Journal of Engineering
Subjects:
radar imaging
radar target recognition
feature extraction
synthetic aperture radar
radar polarimetry
scattering mechanism
novel polarimetric target recognition framework
long–short-term memory network
lstm
different polarimetric channels
dual-polarised high-resolution range profile recognition
features learnt
conventional features
recognition performance
polarimetric radar target recognition framework
polarimetric information
conventional polarimetric features
hand-designed
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0747

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0747

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