A CNN-LSTM Phase Compensation Method for Unidirectional Two-way Radio Frequency Transmission System

A CNN-LSTM Phase Compensation Method for Unidirectional Two-way Radio Frequency Transmission System

A convolutional neural network combined with long short-term memory (CNN-LSTM) phase compensation method (PCM) is proposed and demonstrated, where CNN is employed to extract spatial features, and LSTM is used to capture temporal features and realize the long-term predictions of residual phase fluctu...

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Bibliographic Details
Main Authors: Jiahui Cheng, Zhengkang Wang, Yaojun Qiao, Hao Gao, Chenxia Liu, Zhuoze Zhao, Jie Zhang, Baodong Zhao, Bin Luo, Song Yu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Photonics Journal
Subjects:
Convolutional neural network
frequency transmission
long short-term memory network
unidirectional two-way
frequency stability
Online Access:https://ieeexplore.ieee.org/document/10517367/
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