VGM-RNN: HRRP Sequence Extrapolation and Recognition Based on a Novel Optimized RNN

VGM-RNN: HRRP Sequence Extrapolation and Recognition Based on a Novel Optimized RNN

High-Resolution Range Profile (HRRP) sequence has attracted academic attentions in the field of radar automatic target recognition (RATR) owing to its abundant spatial-temporal correlation between adjacent samples. However, it is difficult in the working state of radar to obtain complete HRRP sequen...

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Bibliographic Details
Main Authors: Yifan Zhang, Fei Xiao, Fengchen Qian, Xiang Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Automatic target recognition
recurrent neural network
high-resolution range profile sequence
vanishing gradient
sample extrapolation
sequence recognition
Online Access:https://ieeexplore.ieee.org/document/9057689/

Internet

https://ieeexplore.ieee.org/document/9057689/

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