Reinforced Q-Learning Enabled Automatic Blind Working Wavelength Alignment Against Wide Input-Wavelength Shifts and Temperature Variations for Silicon Photonic Vernier Ring Filters

Guangwei Cong,Ryotaro Konoike,Keijiro Suzuki,Noritsugu Yamamoto,Rai Kou,Yuriko Maegami,Morifumi Ohno,Kazuhiro Ikeda,Shu Namiki,Koji Yamada

2024 Optical Fiber Communications Conference and Exhibition (OFC)（2024）

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摘要

We experimentally demonstrate long-time (~10 hours) continuous full-C-band automatic working wavelength alignment for silicon photonic cascaded-ring vernier filters against wide input-wavelength and temperature changes using reinforced Q-learning method, without prebuilding look-up table and temperature monitor.

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关键词

Silicon Photonics,Temperature Changes,Lookup Table,Automatic Alignment,Optical Power,Change In Wavelength,Single Ring,Large Wavelength,Large Temperature Changes,Successful Alignment

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