mlsanityData to 14 Oct 2026

Novel Phase-Noise-Tolerant Variational-Autoencoder-Based Equalization Suitable for Space-Division-Multiplexed Transmission

arXiv 2509.14072 ↗First posted 17 Sep 2025eess.SP cs.LGcited by 0

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Abstract (arXiv)

We demonstrate the effectiveness of a novel phase-noise-tolerant, variational-autoencoder-based equalization scheme for space-division-multiplexed (SDM) transmission in an experiment over 150km of randomly-coupled multi-core fibers.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 6 of its 23 references that are in the map. First posted on arXiv 17 Sep 2025.

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6 of 23 references.

References · 6

  1. 2014Adam: A Method for Stochastic Optimizationcited by 37,240
  2. 2018Blind Channel Equalization using Variational Autoencoderscited by 9
  3. 2022Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoderscited by 7
  4. 2021Geometric Constellation Shaping for Phase-noise Channels Using a Differentiable Blind Phase Searchcited by 3
  5. 2023Improving the Bootstrap of Blind Equalizers with Variational Autoencoderscited by 2
  6. 2023Variational Autoencoder for Channel Estimation: Real-World Measurement Insightscited by 2

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