Real-Time Underwater Acoustic Homing Weapon Target Recognition Based on a Stacking Technique of Ensemble Learning

Real-Time Underwater Acoustic Homing Weapon Target Recognition Based on a Stacking Technique of Ensemble Learning

Underwater acoustic homing weapons (UAHWs) are formidable underwater weapons with the capability to detect, identify, and rapidly engage targets. Swift and precise target identification is crucial for the successful engagement of targets via UAHWs. This study presents a real-time target recognition...

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Bibliographic Details
Main Authors: Jianjing Deng, Xiangfeng Yang, Liwen Liu, Lei Shi, Yongsheng Li, Yunchuan Yang
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Journal of Marine Science and Engineering
Subjects:
SMOTE
stacking ensemble learning
imbalanced dataset
underwater acoustic homing weapon
target recognition
Online Access:https://www.mdpi.com/2077-1312/11/12/2305

Internet

https://www.mdpi.com/2077-1312/11/12/2305

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