Gradient-descent noise whitening techniques for short-reach IM-DD optical interconnects with severe bandwidth limitation

Q Wu, Z Xu, Y Zhu, H Ji, Y Yang, G Qiao, L Liu… - Optics …, 2024 - opg.optica.org
Bandwidth limitation in optoelectrical components and the chromatic dispersion-induced
power fading phenomenon cause severe inter-symbol interference (ISI) in high-speed …

[HTML][HTML] Advanced Neural Network-Based Equalization in Intensity-Modulated Direct-Detection Optical Systems: Current Status and Future Trends

Z Xu, T Ji, Q Wu, W Lu, H Ji, Y Yang, G Qiao, J Tang… - Photonics, 2024 - mdpi.com
Intensity-modulated direct-detection (IM/DD) optical systems are most widely employed in
short-reach optical interconnects due to their simple structure and cost-effectiveness …

High-speed VCSEL-based transceiver for 200 GbE short-reach intra-datacenter optical interconnects

G Kanakis, N Iliadis, W Soenen, B Moeneclaey… - Applied sciences, 2019 - mdpi.com
The soaring demand for higher speeds in datacenters to address the relentless growth of the
global IP traffic places optical interconnects in the spotlight. In this manuscript, we present a …

High-Speed Dispersion-Unmanaged DML-Based IM-DD Optics at C-band with Advanced Nonlinear Equalization and Noise Whitening

Q Wu, Z Xu, Y Zhu, T Ji, H Ji, Y Yang… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
Directly modulated lasers (DMLs) have been implemented in short-reach optical networks
as an intensity modulation and direct detection (IM-DD) scheme due to their high output …

Self restorable intra data center interconnect based on multimode fiber and free-space optics

J Mirza, A Raza, A Atieh, S Iqbal… - Optical …, 2021 - spiedigitallibrary.org
We demonstrate a high data rate and low-cost OM4 multimode fiber (MMF) and free-space
optics (FSO)-based self-restorable 2× 100 Gbps per wavelength intra data center …

Deep belief network-hidden Markov model based nonlinear equalizer for VCSEL based optical interconnect

F Tian, C Yang - Science China Information Sciences, 2020 - Springer
The data center has developed rapidly over the past few years, leading to the demand for
high speed data transmission. Vertical cavity surface emitting lasers (VCSELs) based optical …

A novel equalizer for 112 Gb/s CAP-based data transmission over 150 m MMF links

X Dong, N Bamiedakis, DG Cunningham… - Journal of Lightwave …, 2019 - opg.optica.org
In this paper a novel feedforward and decision feedback equalizer is proposed for the first
time for use in short-reach high-speed communication links based on carrierless amplitude …

Quantization of recurrent neural network for low-complexity high-speed IM/DD system equalization based on neuron clustering

Z Xu, H Ji, Y Yang, G Qiao, Q Wu, W Lu… - 2023 Asia …, 2023 - ieeexplore.ieee.org
Neural networks (NNs) are widely employed as effective equalizers in intensity-modulated
direct-detection (IM/DD) links due to their excellent ability in dealing with nonlinear channel …

Beyond 200-Gb/s O-band intensity modulation and direct detection optics with joint look-up-table-based predistortion and digital resolution enhancement for low-cost …

Q Wu, Z Xu, Y Zhu, T Ji, H Ji, Y Yang… - Advanced …, 2024 - spiedigitallibrary.org
We propose a joint look-up-table (LUT)-based nonlinear predistortion and digital resolution
enhancement scheme to achieve high-speed and low-cost optical interconnects using low …

Hardware-Efficient Neural Network-Based Receiver for Intensity-Modulated Direct-Detection Short-Reach Optical Links

Z Xu, Q Wu, C Chen, H Ji, Y Yang… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
Intensity-modulated direct-detection (IMDD) systems dominate short-reach optical
communication applications such as data center interconnects. However, the nonlinear …