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ANN-based Optimization of Probabilistic and Geometric Shaping for Flexible Rate 50G and beyond PON | IEEE Conference Publication | IEEE Xplore

ANN-based Optimization of Probabilistic and Geometric Shaping for Flexible Rate 50G and beyond PON


Abstract:

Joint probabilistic and geometric shaping is considered for flexible PON. Optimal modulation is found through ANN, which generalizes to various ROPs and fiber lengths whi...Show More

Abstract:

Joint probabilistic and geometric shaping is considered for flexible PON. Optimal modulation is found through ANN, which generalizes to various ROPs and fiber lengths while taking dispersion, limited bandwidth, and receiver-side DSP into account. © 2022 The Author(s)
Date of Conference: 06-10 March 2022
Date Added to IEEE Xplore: 13 April 2022
ISBN Information:
Conference Location: San Diego, CA, USA

Funding Agency:

Nokia Bell Labs, Murray Hill, NJ, USA
Georgia Institute of Technology, School of Electrical and Computer Engineering, Atlanta, GA, USA
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Antwerp, Belgium
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Murray Hill, NJ, USA

Nokia Bell Labs, Murray Hill, NJ, USA
Georgia Institute of Technology, School of Electrical and Computer Engineering, Atlanta, GA, USA
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Antwerp, Belgium
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Murray Hill, NJ, USA
Nokia Bell Labs, Murray Hill, NJ, USA
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