Enabling Optical Modulation Format Identification Using an Integrated Photonic Reservoir and a Digital Multiclass Classifier

Guillermo von Hünefeld; Guillermo von Hünefeld; Gregor Ronniger; Pooyan Safari; Isaac Sackey; Rijil Thomas; Enes Seker; Enes Seker; Piotr Cegielski; Stephan Suckow; Max Lemme; Max Lemme; David Stahl; Sarah Masaad; Emmanuel Gooskens; Peter Bienstman; Colja Schubert; Johannes Karl Fischer; Ronald Freund; Ronald Freund

European Conference on Optical Communication (ECOC) 2022
Technical Digest Series (Optica Publishing Group, 2022),
paper Tu5.19

Enabling Optical Modulation Format Identification Using an Integrated Photonic Reservoir and a Digital Multiclass Classifier

Guillermo von Hünefeld, Gregor Ronniger, Pooyan Safari, Isaac Sackey, Rijil Thomas, Enes Seker, Piotr Cegielski, Stephan Suckow, Max Lemme, David Stahl, Sarah Masaad, Emmanuel Gooskens, Peter Bienstman, Colja Schubert, Johannes Karl Fischer, and Ronald Freund

European Conference and Exhibition on Optical Communication 2022

Basel Switzerland
18–22 September 2022
ISBN: 978-1-957171-15-9

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Joint Poster Session I (Tu5)

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G. von Hünefeld, G. Ronniger, P. Safari, I. Sackey, R. Thomas, E. Seker, P. Cegielski, S. Suckow, M. Lemme, D. Stahl, S. Masaad, E. Gooskens, P. Bienstman, C. Schubert, J. K. Fischer, and R. Freund, "Enabling Optical Modulation Format Identification Using an Integrated Photonic Reservoir and a Digital Multiclass Classifier," in European Conference on Optical Communication (ECOC) 2022, J. Leuthold, C. Harder, B. Offrein, and H. Limberger, eds., Technical Digest Series (Optica Publishing Group, 2022), paper Tu5.19.

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Abstract

We numerically show modulation format identification in the optical domain using Silicon-on-Insulator-based Photonic-Integrated-Circuit (PIC) reservoir. We fabricate the reservoir’s building-blocks and use the experimental results to model the PIC layout. Identification of 32 GBd single-polarization signals of OOK, PAM4, BPSK and QPSK is successfully achieved.

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