High-Speed Target HRRP Reconstruction Based on Fast Mean-Field Sparse Bayesian Unrolled Network

High-Speed Target HRRP Reconstruction Based on Fast Mean-Field Sparse Bayesian Unrolled Network

The rapid and accurate reconstruction of the high-resolution range profiles (HRRPs) of high-speed targets from incomplete wideband radar echoes is a critical component in space target recognition tasks (STRTs). However, state-of-the-art HRRP reconstruction algorithms based on sparse Bayesian learnin...

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Bibliographic Details
Main Authors: Hang Dong, Fengzhou Dai, Juan Zhang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Remote Sensing
Subjects:
high-resolution range profile (HRRP) reconstruction
velocity estimation
intrapulse data missing
compressed sensing
deep unfolding network
sparse Bayesian learning (SBL)
Online Access:https://www.mdpi.com/2072-4292/17/1/8
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