A Quality Control Method for High Frequency Radar Data Based on Machine Learning Neural Networks

A Quality Control Method for High Frequency Radar Data Based on Machine Learning Neural Networks

We propose a quality control method based on machine learning neural networks to enhance the quality of high-frequency (HF) radar data. Unlike traditional quality control methods that rely on radar signals as indicators and involve extensive data manipulation in specialized software, our approach em...

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Bibliographic Details
Main Authors: Chunye Zhou, Chunlei Wei, Fan Yang, Jun Wei
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
Bi-LSTM
HF radar
quality control
anomaly detection
F-score
recall
Online Access:https://www.mdpi.com/2076-3417/13/21/11826

Internet

https://www.mdpi.com/2076-3417/13/21/11826

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