Modulation format-independent optical performance monitoring technique insensitive to chromatic dispersion and polarization mode dispersion using a multi-task artificial neural network

Hao Zheng; Wei Li; Muyang Mei; You Wang; Zhongshuai Feng; Yaobin Chen; Weidong Shao

doi:10.1364/oe.402939

Modulation format-independent optical performance monitoring technique insensitive to chromatic dispersion and polarization mode dispersion using a multi-task artificial neural network

Optics Express ◽

10.1364/oe.402939 ◽

2020 ◽

Vol 28 (22) ◽

pp. 32331

Author(s):

Hao Zheng ◽

Wei Li ◽

Muyang Mei ◽

You Wang ◽

Zhongshuai Feng ◽

...

Keyword(s):

Neural Network ◽

Performance Monitoring ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Optical Performance ◽

Optical Performance Monitoring ◽

Modulation Format ◽

Monitoring Technique ◽

Mode Dispersion

Download Full-text

Maximum Likelihood Sequence Estimation for Chromatic Dispersion and Polarization Mode Dispersion Compensation in 3-Chip DPSK Modulation Format

OFC/NFOEC 2007 - 2007 Conference on Optical Fiber Communication and the National Fiber Optic Engineers Conference ◽

10.1109/ofc.2007.4348562 ◽

2007 ◽

Cited By ~ 2

Author(s):

Jian Zhao ◽

Lian-Kuan Chen ◽

Chun-Kit Chan

Keyword(s):

Maximum Likelihood ◽

Dispersion Compensation ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Modulation Format ◽

Sequence Estimation ◽

Mode Dispersion ◽

Maximum Likelihood Sequence Estimation

Download Full-text

Adaptive, online polarization mode dispersion monitoring technique using acousto-optic tunable filters

Optical Engineering ◽

10.1117/1.2387141 ◽

2006 ◽

Vol 45 (11) ◽

pp. 115002

Author(s):

Bao-Jang Tseng

Keyword(s):

Polarization Mode Dispersion ◽

Tunable Filters ◽

Polarization Mode ◽

Monitoring Technique ◽

Mode Dispersion

Download Full-text

Chromatic dispersion and polarization mode dispersion insensitive optical signal to noise ratio monitoring based on electronic variable optical attenuators and optical bandpass filter

10.1117/12.2245939 ◽

2016 ◽

Author(s):

Junde Chang ◽

Bo Liu ◽

Lijia Zhang ◽

Xiangjun Xin ◽

Qi Zhang ◽

...

Keyword(s):

Bandpass Filter ◽

Signal To Noise Ratio ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Optical Signal ◽

Polarization Mode ◽

Signal To Noise ◽

Mode Dispersion ◽

Optical Attenuators ◽

Variable Optical Attenuators

Download Full-text

Experimental Demonstration of Simultaneous Modulation Format/Symbol Rate Identification and Optical Performance Monitoring for Coherent Optical Systems

Journal of Lightwave Technology ◽

10.1109/jlt.2017.2772851 ◽

2018 ◽

Vol 36 (11) ◽

pp. 2230-2239 ◽

Cited By ~ 21

Author(s):

Latifa Guesmi ◽

Amr Mohamed Ragheb ◽

Habib Fathallah ◽

Mourad Menif

Keyword(s):

Performance Monitoring ◽

Optical Systems ◽

Optical Performance ◽

Experimental Demonstration ◽

Optical Performance Monitoring ◽

Modulation Format ◽

Symbol Rate

Download Full-text

Adaptive chromatic dispersion compensation using higher order polarization-mode dispersion

IEEE Photonics Technology Letters ◽

10.1109/68.950753 ◽

2001 ◽

Vol 13 (10) ◽

pp. 1115-1117 ◽

Cited By ~ 9

Author(s):

N. Kikuchi

Keyword(s):

Dispersion Compensation ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Higher Order ◽

Polarization Mode ◽

Mode Dispersion

Download Full-text

Research on polarization-mode dispersion compensation performance of optical DQPSK modulation format

10.1117/12.803246 ◽

2008 ◽

Cited By ~ 1

Author(s):

Huiyang Liu ◽

Xiaoguang Zhang ◽

Wei Xu

Keyword(s):

Dispersion Compensation ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Modulation Format ◽

Mode Dispersion

Download Full-text

Polarization mode dispersion and chromatic dispersion compensation by using a three-stage compensator

Optical and Quantum Electronics ◽

10.1023/b:oqel.0000009451.94768.9e ◽

2003 ◽

Vol 35 (15) ◽

pp. 1367-1379 ◽

Cited By ~ 1

Author(s):

Yuan Zheng ◽

Xiaoguang Zhang ◽

Bojun Yang

Keyword(s):

Dispersion Compensation ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Mode Dispersion

Download Full-text

Simultaneous optical performance monitoring of chromatic dispersion and PMD for 40 Gb/s data transmission

Frontiers in Optics 2004/Laser Science XXII/Diffractive Optics and Micro-Optics/Optical Fabrication and Testing ◽

10.1364/fio.2004.fmj4 ◽

2004 ◽

Cited By ~ 1

Author(s):

Stephan Wielandy ◽

Lynn Nelson ◽

Michael Fishteyn

Keyword(s):

Data Transmission ◽

Performance Monitoring ◽

Chromatic Dispersion ◽

Optical Performance ◽

Optical Performance Monitoring

Download Full-text

Convolutional Neural Network-Based Optical Performance Monitoring for Optical Transport Networks

Journal of Optical Communications and Networking ◽

10.1364/jocn.11.000a52 ◽

2018 ◽

Vol 11 (1) ◽

pp. A52 ◽

Cited By ~ 18

Author(s):

Takahito Tanimura ◽

Takeshi Hoshida ◽

Tomoyuki Kato ◽

Shigeki Watanabe ◽

Hiroyuki Morikawa

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Performance Monitoring ◽

Optical Performance ◽

Transport Networks ◽

Optical Performance Monitoring ◽

Optical Transport Networks ◽

Optical Transport

Download Full-text

Evaluation of lifetime of the fiber optic infrastructure based on chromatic dispersion and polarization mode dispersion measurements

2017 Advances in Wireless and Optical Communications (RTUWO) ◽

10.1109/rtuwo.2017.8228511 ◽

2017 ◽

Author(s):

Aldis Ciekurs ◽

Raitis Neitals ◽

Jurgis Porins

Keyword(s):

Fiber Optic ◽

Chromatic Dispersion ◽

Polarization Mode Dispersion ◽

Polarization Mode ◽

Mode Dispersion

Download Full-text