Research on radar clutter recognition method based on LSTM

Research on radar clutter recognition method based on LSTM

Considering the increasingly complex electromagnetic environment of radar detection, it still contains a lot of clutter after target detection, which is a challenging problem for subsequent target tracking. A radar clutter recognition method based on long short-term memory (LSTM) neural network is p...

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Bibliographic Details
Main Authors: Li Song, Wang Shengli, Xie Dingbao
Format: Article
Language:English
Published: Wiley 2019-07-01
Series:The Journal of Engineering
Subjects:
radar clutter
target tracking
object detection
radar detection
radar signal processing
recurrent neural nets
learning (artificial intelligence)
short-term memory neural network
clutter points
target detection
LSTM neural network
K nearest neighbour method
clutter recognition accuracy
radar clutter recognition method
complex electromagnetic environment
support vector machine
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0242

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0242

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