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Machine learning techniques for optical performance monitoring and modulation format identification: A survey
The trade-off between more user bandwidth and quality of service requirements introduces
unprecedented challenges to the next generation smart optical networks. In this regard, the …
unprecedented challenges to the next generation smart optical networks. In this regard, the …
Photonic chip based ultrafast optical processing based on high nonlinearity dispersion engineered chalcogenide waveguides
Progress in develo** photonic chip based optical processing devices with ultrahigh‐
bandwidth is reviewed. The unprecedented processing bandwidth of our platform based on …
bandwidth is reviewed. The unprecedented processing bandwidth of our platform based on …
Optical signal processing on a silicon chip at 640Gb/s using slow-light
We demonstrate optical performance monitoring of in-band optical signal to noise ratio
(OSNR) and residual dispersion, at bit rates of 40Gb/s, 160Gb/s and 640Gb/s, using slow …
(OSNR) and residual dispersion, at bit rates of 40Gb/s, 160Gb/s and 640Gb/s, using slow …
Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing
We present a simple approach based on photonic reservoir computing (P-RC) for
modulation format identification (MFI) in optical fiber communications. Here an optically …
modulation format identification (MFI) in optical fiber communications. Here an optically …
Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks
We propose a simple and cost-effective technique for modulation format identification (MFI)
in next-generation heterogeneous fiber-optic networks using an artificial neural network …
in next-generation heterogeneous fiber-optic networks using an artificial neural network …
Simultaneous optical performance monitoring and modulation format/bit-rate identification using principal component analysis
We propose a novel technique for simultaneous multi-impairment monitoring and
autonomous bit-rate and modulation format identification (BR-MFI) in next-generation …
autonomous bit-rate and modulation format identification (BR-MFI) in next-generation …
The prospect of inter-data-center optical networks
X Zhao, V Vusirikala, B Koley… - IEEE …, 2013 - ieeexplore.ieee.org
Mega data centers and their interconnection networks have drawn great attention in recent
years because of the rapid public adoption of cloud-based services. The unprecedented …
years because of the rapid public adoption of cloud-based services. The unprecedented …
Joint optical performance monitoring and modulation format/bit-rate identification by CNN-based multi-task learning
X Fan, Y **e, F Ren, Y Zhang, X Huang… - IEEE Photonics …, 2018 - ieeexplore.ieee.org
A novel technique is proposed for joint multi-impairment optical performance monitoring
(OPM) with bit-rate and modulation format identification (BR-MFI) in next-generation …
(OPM) with bit-rate and modulation format identification (BR-MFI) in next-generation …
Efficiency enhancement of optical strip waveguide by the effect of heat treatment
Optical strip waveguide fabricated by spin-coat technique and device pattern transfer using
positive photoresist through photo lithography (ultraviolet light) is studied in terms of its …
positive photoresist through photo lithography (ultraviolet light) is studied in terms of its …