A Novel Hypersonic Target Trajectory Estimation Method Based on Long Short-Term Memory and a Multi-Head Attention Mechanism

A Novel Hypersonic Target Trajectory Estimation Method Based on Long Short-Term Memory and a Multi-Head Attention Mechanism

To address the complex maneuvering characteristics of hypersonic targets in adjacent space, this paper proposes an LSTM trajectory estimation method combined with the attention mechanism and optimizes the model from the information-theoretic perspective. The method captures the target dynamics by us...

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Bibliographic Details
Main Authors: Yue Xu, Quan Pan, Zengfu Wang, Baoquan Hu
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Entropy
Subjects:
near space
hypersonic speed
target tracking
information entropy
information optimization
Online Access:https://www.mdpi.com/1099-4300/26/10/823
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