Shape Coordinate Prediction of Multi-Core Optical Fiber Based on CNN-LSTM Network and Attention Mechanism

Jianjian Wang; Rui Tang

doi:10.3788/AOS241474

Acta Optica Sinica, Volume. 45, Issue 1, 0106003(2025)

Shape Coordinate Prediction of Multi-Core Optical Fiber Based on CNN-LSTM Network and Attention Mechanism

Jianjian Wang^1,2,3 and Rui Tang^1、*

¹Department of Electronic & Communication Engineering, North China Electric Power University, Baoding 071003, Hebei , China

²Hebei Key Laboratory of Power Internet of Things Technology, North China Electric Power University, Baoding 071003, Hebei , China

³Baoding Key Laboratory of Optical Fiber Sensing and Optical Communication Technology, North China Electric Power University, Baoding 071003, Hebei , China

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Jianjian Wang, Rui Tang. Shape Coordinate Prediction of Multi-Core Optical Fiber Based on CNN-LSTM Network and Attention Mechanism[J]. Acta Optica Sinica, 2025, 45(1): 0106003

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Paper Information

Category: Fiber Optics and Optical Communications

Received: Aug. 26, 2024

Accepted: Sep. 30, 2024

Published Online: Jan. 16, 2025

The Author Email: Rui Tang (gdxxncepu@163.com)

DOI:10.3788/AOS241474

CSTR:32393.14.AOS241474

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