TDECQ-based optimization of nonlinear digital pre-distorters for VCSEL-MMF optical links using end-to-end learning
We investigate in this article the use of nonlinear digital pre-distorters (DPDs) for improving
the performance of optical transmitters (TX) employing vertical-cavity surface-emitting lasers …
the performance of optical transmitters (TX) employing vertical-cavity surface-emitting lasers …
[HTML][HTML] Polarization-stable single-mode multi-junction VCSELs with integrated anti-phase mode filter
A Ghods, M Dummer, K Johnson - Journal of Applied Physics, 2023 - pubs.aip.org
In this paper, polarization-stable and spectrally single-mode operation of oxide-confined
multi-junction vertical-cavity surface-emitting lasers (VCSELs) are achieved by using a non …
multi-junction vertical-cavity surface-emitting lasers (VCSELs) are achieved by using a non …
Differentiable machine learning-based modeling for directly-modulated lasers
SH Fernandez, O Jovanovic… - IEEE Photonics …, 2024 - ieeexplore.ieee.org
End-to-end learning has become a popular method for joint transmitter and receiver
optimization in optical communication systems. Such approach may require a differentiable …
optimization in optical communication systems. Such approach may require a differentiable …
Transverse Coupled Cavity VCSELs: Bridging Ultrabroadband Dynamics To Optical Supermodes
M D'Alessandro, V Torrelli, F Bertazzi… - IEEE Photonics …, 2024 - ieeexplore.ieee.org
In this work we investigate the ultrabroadband dynamics of transverse coupled cavity
VCSELs. This study is based on a multimode rate equation model, whose parameters are …
VCSELs. This study is based on a multimode rate equation model, whose parameters are …
End-to-end optimization of optical communication systems based on directly modulated lasers
The use of directly modulated lasers (DMLs) is attractive in low-power, cost-constrained
short-reach optical links. However, their limited modulation bandwidth can induce waveform …
short-reach optical links. However, their limited modulation bandwidth can induce waveform …
Deep Learning Based End-to-End Optical Wireless Communication Systems with Autoencoders
The utilization of neural network-based autoencoders (AEs) for the implementation of the
physical layer in communication systems has recently emerged as a promising technique for …
physical layer in communication systems has recently emerged as a promising technique for …
End-to-end Optimization of Optical Communication Systems based on Directly Modulated Lasers
The use of directly modulated lasers (DMLs) is attractive in low-power, cost-constrained
short-reach optical links. However, their limited modulation bandwidth can induce waveform …
short-reach optical links. However, their limited modulation bandwidth can induce waveform …
Performance investigation of geometric constellation shaping-based coherent WDM optical fiber communication system supported by deep-learning autoencoder
AM Abbass, RS Fyath - Results in Optics, 2024 - Elsevier
Geometric constellation shaping (GCS) has been proposed to enhance the performance of
wavelength-division multiplexing (WDM) coherent optical fiber communication (OFC) …
wavelength-division multiplexing (WDM) coherent optical fiber communication (OFC) …
Two-Tap Equalizer for the Eye Skewing Distortion
G Stepniak, M Marzecki - IEEE Photonics Technology Letters, 2023 - ieeexplore.ieee.org
Eye diagram skew is a well-known impairment observed at high baud rates in directly
modulated lasers. Eye skew manifests as a time-shift between the lower and upper parts of …
modulated lasers. Eye skew manifests as a time-shift between the lower and upper parts of …
Neural Constellation Shaping and Back-Off Training for Memoryless Power Amplifiers
Traveling-wave tube amplifiers (TWTAs) are common power amplifiers in satellite
communications. Saturation and warping effects caused by the nonlinearity make …
communications. Saturation and warping effects caused by the nonlinearity make …