Experimental Demonstration of 4-Port Photonic Reservoir Computing for Equalization of 4 and 16 QAM Signals

Abstract

We experimentally demonstrate the application of a passive 16-node photonic reservoir for analogue, hardware-based equalization of coherently modulated signals at 28 Gbaud. This integrated photonic network, termed the 4-port reservoir, replaces computationally expensive digital signal processing (DSP) procedures for both fiber impairment equalization, including chromatic dispersion, as well as for transceiver imbalance equalization. For full mitigation of transmission impairments, our photonic solution can seamlessly integrate with DSP blocks for frequency offset compensation and blind phase search, achieving bit error rates on-par with the legacy DSP blocks it replaces. The same reservoir is shown to successfully equalize both 4 and 16 QAM signals in a range of linear and nonlinear transmissions.

Publication DOI: https://doi.org/10.1109/jlt.2024.3444480
Divisions: College of Engineering & Physical Sciences
Funding Information: Parts of this work were performed in the context of the European projects Postdigital (GA860360), Nebula (GA871658), Neoteric (GA871330), Prometheus (GA101070195), and the Belgian FWO (G006020N) and EOS (40007536) projects.
Additional Information: Copyright © 2024 The Author(s). This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License. For more information, see https://creativecommons.org/licenses/by-nc-nd/4.0
Uncontrolled Keywords: 16 QAM,4 QAM,Analogue Computing,Coherent Receiver,Dispersion Compensation,Optical fiber amplifiers,Optical receivers,Optical signal processing,Photonic Computing,Photonic Reservoir,Photonics,Quadrature amplitude modulation,Reservoirs,Signal Equalization,Transceivers,Atomic and Molecular Physics, and Optics
Publication ISSN: 0733-8724
Last Modified: 11 Nov 2024 09:07
Date Deposited: 02 Sep 2024 16:34
Full Text Link:
Related URLs: https://ieeexpl ... cument/10637673 (Publisher URL)
PURE Output Type: Article
Published Date: 2024-08-15
Published Online Date: 2024-08-15
Accepted Date: 2024-08-01
Authors: Masaad, Sarah
Sackesyn, Stijn
Sygletos, Stylianos (ORCID Profile 0000-0003-2063-8733)
Bienstman, Peter

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