Experimental Study of Deep Neural Network Equalizers Performance in Optical Links | IEEE Conference Publication | IEEE Xplore

Experimental Study of Deep Neural Network Equalizers Performance in Optical Links


Abstract:

We propose a convolutional-recurrent channel equalizer and experimentally demonstrate 1dB Q-factor improvement both in single-channel and 96×WDM, DP-16QAM transmission ov...Show More

Abstract:

We propose a convolutional-recurrent channel equalizer and experimentally demonstrate 1dB Q-factor improvement both in single-channel and 96×WDM, DP-16QAM transmission over 450km of TWC fiber. The new equalizer outperforms previous NN-based approaches and a 3-steps-per-span DBP.
Date of Conference: 06-10 June 2021
Date Added to IEEE Xplore: 26 July 2021
ISBN Information:
Conference Location: San Francisco, CA, USA

References

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