Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation
نویسندگان
چکیده
Nonlinearity mitigation in optical fiber networks is typically handled by electronic Digital Signal Processing (DSP) chips. Such DSP chips are costly, power-hungry and can introduce high latencies. Therefore, techniques investigated which more efficient both power consumption processing cost. One such a machine learning technique reservoir computing, photonic chip be trained on certain tasks, with the potential advantages of higher speed, reduced lower latency compared to its counterparts. In this paper, experimental results presented where nonlinear distortions 32 GBPS OOK signal mitigated below 0.2 × 10 ?3 FEC limit using reservoir. Furthermore, tapped delay line filter clearly show that system performs equalisation.
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ژورنال
عنوان ژورنال: Optics Express
سال: 2021
ISSN: ['1094-4087']
DOI: https://doi.org/10.1364/oe.435013