HRRPGraphNet++: Dynamic Graph Neural Network with Meta-Learning for Few-Shot HRRP Radar Target Recognition

HRRPGraphNet++: Dynamic Graph Neural Network with Meta-Learning for Few-Shot HRRP Radar Target Recognition

High-Resolution Range Profile (HRRP) radar recognition suffers from data scarcity challenges in real-world applications. We present HRRPGraphNet++, a framework combining dynamic graph neural networks with meta-learning for few-shot HRRP recognition. Our approach generates graph representations dynam...

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Bibliographic Details
Main Authors: Lingfeng Chen, Zhiliang Pan, Qi Liu, Panhe Hu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Remote Sensing
Subjects:
High-resolution range profiles (HRRPs)
meta-learning
graph neural network (GNN)
radar automatic target recognition (RATR)
Online Access:https://www.mdpi.com/2072-4292/17/12/2108
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