Digital longitudinal monitoring of optical fiber communication link

T Sasai, M Nakamura, E Yamazaki… - Journal of Lightwave …, 2021 - opg.optica.org
Optical transmission links are generally composed of optical fibers, optical amplifiers, and
optical filters. In this paper, we present a channel reconstruction method (CRM) that extracts …

Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends

D Wang, Y Song, Y Zhang, X Jiang… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
Digital twin (DT) has revolutionized optical communication networks by enabling their full life-
cycle management, including planning, prediction, optimization, upgrade, and …

Performance limit of fiber-longitudinal power profile estimation methods

T Sasai, E Yamazaki, Y Kisaka - Journal of Lightwave Technology, 2023 - opg.optica.org
This paper presents analytical results on longitudinal power profile estimation (PPE)
methods, which visualize signal power evolution in optical fibers at a coherent receiver. The …

Physics-informed neural network for optical fiber parameter estimation from the nonlinear Schrödinger equation

X Jiang, D Wang, X Chen… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
For any system that follows rigorous mathematical and physical theories like fiber-optic
system, system parameter estimation is crucial for system detection and monitoring. In this …

Linear least squares estimation of fiber-longitudinal optical power profile

T Sasai, M Takahashi, M Nakamura… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
This paper presents a linear least squares method for fiber-longitudinal power profile
estimation (PPE), which estimates the optical signal power distribution throughout a fiber …

Monitoring and diagnostic technologies using deep neural networks for predictive optical network maintenance

T Tanaka, T Inui, S Kawai, S Kuwabara… - Journal of Optical …, 2021 - opg.optica.org
In recent years, optical networks have become more complex due to traffic increase and
service diversification, and it has become increasingly difficult for network operators to …

Concept and implementation study of advanced DSP-based fiber-longitudinal optical power profile monitoring toward optical network tomography

T Tanimura, S Yoshida, K Tajima, S Oda… - Journal of optical …, 2021 - opg.optica.org
A new class of digital signal processing (DSP)-based fiber-longitudinal optical power profile
monitor has recently been proposed and demonstrated toward optical network tomography …

Fiber link anomaly detection and estimation based on signal nonlinearity

S Gleb, P Konstantin, J Luo… - … European Conference on …, 2021 - ieeexplore.ieee.org
A fiber link anomaly detection and estimation approach is proposed. Using signal nonlinear
distortion, signal power profile anomaly and passband narrowing anomaly can be …

Distributed optical fiber sensing assisted by optical communication techniques

Y Yan, H Zheng, Z Zhao, C Guo, X Wu, J Hu… - Journal of Lightwave …, 2021 - opg.optica.org
The development of optical fiber technology has facilitated the technological innovation in
optical fiber communication and sensing systems over the past decades. Among all the fiber …

Open whitebox architecture for smart integration of optical networking and data center technology

H Nishizawa, W Ishida, Y Sone, T Tanaka… - Journal of Optical …, 2021 - opg.optica.org
In this paper, we identify challenges in developing future optical network infrastructure for
new services based on technologies such as 5G, virtual reality, and artificial intelligence …