Second-order Raman fiber amplifier design scheme based on CNN-LSTM and sea horse optimization algorithm

JIANG Jiewei; JIN Ku; ZHU Shaomin; LIU Shanghui; GONG Jiamin

doi:10.16136/j.joel.2024.10.0090

Journal of Optoelectronics · Laser, Volume. 35, Issue 10, 1009(2024)

Second-order Raman fiber amplifier design scheme based on CNN-LSTM and sea horse optimization algorithm

JIANG Jiewei¹, JIN Ku², ZHU Shaomin¹, LIU Shanghui², and GONG Jiamin¹

Author Affiliations

¹School of Electronic Engineering, Xi'an University of Posts and Telecommunications, Xi'an, Shaanxi 710121, China

²School of Communication and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, Shaanxi 710121, China

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JIANG Jiewei, JIN Ku, ZHU Shaomin, LIU Shanghui, GONG Jiamin. Second-order Raman fiber amplifier design scheme based on CNN-LSTM and sea horse optimization algorithm[J]. Journal of Optoelectronics · Laser, 2024, 35(10): 1009

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Paper Information

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Received: Mar. 10, 2023

Accepted: Dec. 31, 2024

Published Online: Dec. 31, 2024

The Author Email:

DOI:10.16136/j.joel.2024.10.0090

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology