Intelligent radar HRRP target recognition based on CNN-BERT model

Intelligent radar HRRP target recognition based on CNN-BERT model

Abstract Stable and reliable feature extraction is crucial for radar high-resolution range profile (HRRP) target recognition. Owing to the complex structure of HRRP data, existing feature extraction methods fail to achieve satisfactory performance. This study proposes a new deep learning model named...

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Bibliographic Details
Main Authors: Penghui Wang, Ting Chen, Jun Ding, Mian Pan, Sanding Tang
Format: Article
Language:English
Published: SpringerOpen 2022-09-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
High-resolution range profile (HRRP)
Convolutional neural network (CNN)
Bidirectional encoder representations from transformers (BERT)
Attention mechanism
Intelligent target recognition
Online Access:https://doi.org/10.1186/s13634-022-00909-9

Internet

https://doi.org/10.1186/s13634-022-00909-9

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