Advanced Equalization in 112 Gb/s Upstream PON Using a Novel Fourier Convolution-based Network
<|reference_start|>Advanced Equalization in 112 Gb/s Upstream PON Using a Novel Fourier Convolution-based Network: We experimentally demonstrate a novel, low-complexity Fourier Convolution-based Network (FConvNet) based equalizer for 112 Gb/s upstream PAM4-PON. At a BER of 0.005, FConvNet enhances the receiver sensitivity by 2 and 1 dB compared to a 51-tap Sato equalizer and benchmark machine learning algorithms respectively.<|reference_end|>
@article{shao2024advanced,
    title={Advanced Equalization in 112 Gb/s Upstream PON Using a Novel Fourier
  Convolution-based Network},
    author={Chen Shao, Elias Giacoumidis, Patrick Matalla, Jialei Li, Shi Li,
  Sebastian Randel, Andre Richter, Michael Faerber, Tobias Kaefer},
    journal={arXiv preprint arXiv:2405.02609},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.02609},
    primaryClass={cs.LG}
}