This is an Open Access article. © 2017 IEEE. Translations and content mining are permitted for academic research only. Personal use is also permitted, but republication/redistribution requires IEEE permission. See http://www.ieee.org/publications standards/publications/rights/index.html for more information.A fast Newton-based support vector machine (N-SVM) nonlinear equalizer (NLE) is experimentally demonstrated, for the first time, in 40 Gb/s 16-quadrature amplitude modulated coherent optical orthogonal frequency division multiplexing at 2000 km of transmission. It is shown that N-SVM-NLE extends the optimum launched optical power by 2 dB compared to the benchmark Volterra-based NLE. The performance improvement by N-SVM is due to its abil...
Mutsam A. Jarajreh, et al, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM'...
Nonlinear distortion has always been a challenge for optical communication due to the nonlinear tra...
We apply both the unsupervised and supervised machine learning (ML) methods, in particular, the k-me...
This is an Open Access article. © 2017 IEEE. Translations and content mining are permitted for acade...
A fast Newton-based support vector machine (N-SVM) nonlinear equalizer (NLE) is experimentally demon...
A support vector machine (SVM)-based classification nonlinear equalizer (NLE) is demonstrated, for t...
A novel versatile digital signal processing (DSP)-based equalizer using support vector machine regre...
A novel blind nonlinear equalization (BNLE) technique based on the iterative re-weighted least squar...
A support vector machine (SVM) based detection is applied to different equalization schemes for a d...
Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)A novel versatile digital signal proces...
We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km u...
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article dis...
Fiber-induced intra- and inter-channel nonlinearities are experimentally tackled using blind nonline...
Mutsam A. Jarajreh, et al, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM'...
Nonlinear distortion has always been a challenge for optical communication due to the nonlinear tra...
We apply both the unsupervised and supervised machine learning (ML) methods, in particular, the k-me...
This is an Open Access article. © 2017 IEEE. Translations and content mining are permitted for acade...
A fast Newton-based support vector machine (N-SVM) nonlinear equalizer (NLE) is experimentally demon...
A support vector machine (SVM)-based classification nonlinear equalizer (NLE) is demonstrated, for t...
A novel versatile digital signal processing (DSP)-based equalizer using support vector machine regre...
A novel blind nonlinear equalization (BNLE) technique based on the iterative re-weighted least squar...
A support vector machine (SVM) based detection is applied to different equalization schemes for a d...
Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)A novel versatile digital signal proces...
We experimentally demonstrate 7-dB reduction of nonlinearity penalty in 40-Gb/s CO-OFDM at 2000-km u...
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article dis...
Fiber-induced intra- and inter-channel nonlinearities are experimentally tackled using blind nonline...
Mutsam A. Jarajreh, et al, 'Artificial Neural Network Nonlinear Equalizer for Coherent Optical OFDM'...
Nonlinear distortion has always been a challenge for optical communication due to the nonlinear tra...
We apply both the unsupervised and supervised machine learning (ML) methods, in particular, the k-me...