Modulation format identification and OSNR monitoring using density distributions in Stokes axes for digital coherent receivers

A Yi, L Yan, H Liu, L Jiang, Y Pan, B Luo, W Pan - Optics express, 2019 - opg.optica.org
We experimentally demonstrate a modulation format identification (MFI) and optical signal-to-
noise ratio (OSNR) monitoring method for digital coherent receivers by using the specific …

Optical performance monitoring of multiple parameters in future optical networks

D Wang, H Jiang, G Liang, Q Zhan… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
Optical performance monitoring (OPM) is an important tool to facilitate the management of
future optical fiber communication networks. OPM measures the states of the physical layer …

Cd and pmd effect on cyclostationarity-based timing recovery for optical coherent receivers

D Wang, M Qiao, K Lian, Z Li - Journal of Lightwave Technology, 2023 - ieeexplore.ieee.org
Timing recovery is critical for synchronizing the clocks at the transmitting and receiving ends
of a digital coherent communication system. The core of timing recovery is to determine …

Blind optical modulation format identification assisted by signal intensity fluctuation for autonomous digital coherent receivers

L Jiang, L Yan, A Yi, Y Pan, M Hao, W Pan, B Luo - Optics Express, 2020 - opg.optica.org
A novel and blind optical modulation format identification (MFI) scheme assisted by signal
intensity fluctuation features is proposed for autonomous digital coherent receivers of next …

Blind symbol rate estimation using convolutional neural networks for psk modulated signals

J Kodithuwakkuge, V Sekhar… - 2021 15th International …, 2021 - ieeexplore.ieee.org
The problem of symbol rate estimation in Phase Shift Keying (PSK) modulated signals is
addressed. We show that machine learning based techniques can be used to estimate the …

Joint linear and nonlinear noise monitoring techniques based on spectrum analysis

J Lu, G Zhou, J Zhou, C Lu - Optics Express, 2020 - opg.optica.org
As one of the key indicators of signal quality in fiber communication systems, optical signal-
to-noise ratio (OSNR) needs to be accurately monitored to ensure reliable network planning …

OSNR monitoring based on a low-bandwidth coherent receiver and LSTM classifier

H Ye, H Jiang, G Liang, Q Zhan, S Huang, D Wang… - Optics …, 2021 - opg.optica.org
Optical signal-to-noise ratio (OSNR) monitoring is one of the core tasks of advanced optical
performance monitoring (OPM) technology, which plays an essential role in future intelligent …

Multi-parameter estimation resistant to the random polarization effect for coherent optical receivers

M Qiao, Y Chen, D Wang, Z Li - Optics Express, 2023 - opg.optica.org
Optical parameter estimation based on the data obtained by coherent optical receivers is
critical for optical performance monitoring (OPM) and the stable operation of the receiver …

Modified square timing error detector with large chromatic dispersion tolerance for optical coherent receivers

D Wang, Z Su, H Jiang, G Liang, Q Zhan, Z Li - Optics express, 2021 - opg.optica.org
Clock recovery plays an important role in the digital signal processing (DSP) chain of
modern coherent optical receivers. It references the local sampling clock with the signal …

Joint OSNR and frequency offset estimation using signal spectrum correlations

J Zhou, J Lu, G Zhou, C Lu - Journal of Lightwave Technology, 2021 - opg.optica.org
We propose an efficient and modulation-format-transparent method to jointly estimate optical
signal-to-noise ratio (OSNR) and frequency offset (FO) by using signal spectrum correlations …