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Published in 2017 at "IEEE Photonics Technology Letters"
DOI: 10.1109/lpt.2016.2625042
Abstract: We experimentally demonstrate a hardwareand spectral-efficient large-capacity single-carrier radio-overfiber system at Q-band (33-50 GHz), employing high-level polarization-division-multiplexing 64-ary quadrature-amplitudemodulation (PDM-64QAM) modulation and heterodyne coherent detection. In our demonstrated system, up to 10-GBd (120-Gb/s) PDM-64QAM vector…
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Keywords:
generation heterodyne;
detection;
system;
pdm 64qam ... See more keywords
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Published in 2020 at "Optics express"
DOI: 10.1364/oe.388491
Abstract: We experimentally demonstrate a transfer learning (TL) simplified multi-task deep neural network (MT-DNN) for joint optical signal-to-noise ratio (OSNR) monitoring and modulation format identification (MFI) from directly detected PDM-64QAM signals. First, we investigate the quality…
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Keywords:
learning simplified;
transfer learning;
monitoring;
performance ... See more keywords