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• W3100861466 abstract "We present a simple approach based on photonic reservoir computing (P-RC) for modulation format identification (MFI) in optical fiber communications. Here an optically injected semiconductor laser with self-delay feedback is trained with the representative features from the asynchronous amplitude histograms of modulation signals. Numerical simulations are conducted for three widely used modulation formats (on–off keying, differential phase-shift keying, and quadrature amplitude modulation) for various transmission situations where the optical signal-to-noise ratio varies from 12 to 26 dB, the chromatic dispersion varies from <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML display=inline id=m1> <mml:mrow> <mml:mo form=prefix>−</mml:mo> <mml:mn>500</mml:mn> </mml:mrow> </mml:math> to 500 ps/nm, and the differential group delay varies from 0 to 20 ps. Under these situations, final simulation results demonstrate that this technique can efficiently identify all those modulation formats with an accuracy of <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML display=inline id=m2> <mml:mrow> <mml:mo form=prefix>></mml:mo> <mml:mn>95</mml:mn> <mml:mi>%</mml:mi> </mml:mrow> </mml:math> after optimizing the control parameters of the P-RC layer such as the injection strength, feedback strength, bias current, and frequency detuning. The proposed technique utilizes very simple devices and thus offers a resource-efficient alternative approach to MFI." @default.
• W3100861466 created "2020-11-23" @default.
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• W3100861466 date "2020-12-24" @default.
• W3100861466 modified "2023-10-16" @default.
• W3100861466 title "Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing" @default.
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• W3100861466 doi "https://doi.org/10.1364/prj.409114" @default.
• W3100861466 hasPublicationYear "2020" @default.
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