Abstract
We proposed an attention mechanism based multi-channel QoT estimator for precise QoT estimation. Results show that our scheme decreases 49.71% and 56.10% MSE on average in Jnet and NSFnet than classic ANN-based QoT estimator respectively.
© 2021 The Author(s)
PDF ArticleMore Like This
Tangze Qin, Zhiqun Gu, Jiawei Zhang, Yuhang Zhou, and Yuefeng Ji
T1C.4 Asia Communications and Photonics Conference (ACP) 2021
Zheng Li, Zhiqun Gu, Jiawei Zhang, Yuhang Zhou, and Yuefeng Ji
T2B.4 Asia Communications and Photonics Conference (ACP) 2021
Pooyan Safari, Behnam Shariati, Geronimo Bergk, and Johannes Karl Fischer
Th4J.3 Optical Fiber Communication Conference (OFC) 2021