Search Results - "Doberstein, Andy"

Application of Machine Learning Techniques for Amplitude and Phase Noise Characterization by Zibar, Darko, Gonzalez, Neil G., de Oliveira, Julio Cesar R. F., Monroy, Idelfonso Tafur, de Carvalho, Luis Henrique Hecker, Piels, Molly, Doberstein, Andy, Diniz, Julio, Nebendahl, Bernd, Franciscangelis, Carolina, Estaran, Jose, Haisch, Hansjoerg

“…In this paper, tools from machine learning community, such as Bayesian filtering and expectation maximization parameter estimation, are presented and employed…”
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Prediction of Second-Order Moments of Inter-Channel Interference with Principal Component Analysis and Neural Networks by Jones, Rasmus T., Diniz, Julio C. M., Yankov, Metodi P., Piels, Molly, Doberstein, Andy, Zibar, Darko

“…A machine learning framework for predicting auto-correlation functions of inter-channel nonlinearities within the uncompensated optical fiber link is proposed…”
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Performance investigation of under/over-sampling for arbitrary DP-MQAM optical transmitter by Ragheb, Amr M., Seleem, Hussein, Fathallah, Habib, Alshebeili, Saleh, Fischer, Halmo, Doberstein, Andy, Haisch, Hansjoerg

“…In this paper, we experimentally investigate the effect of state-of-the-art digital to analog converter (DAC) circuit, on the performance of high speed optical…”
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384Gb/s per carrier Quad-DAC based dual-polarization software defined optical transmitter by Ragheb, Amr, Fathallah, Habib, Fischer, Halmo, Doberstein, Andy, Haisch, Hansjoerg, Alshebeili, Saleh, Alhumaidi, Sami

“…We demonstrate a 32Gbaud Quad-DAC based software defined optical transmitter. Our transmitter is able to generate up to 128QAM and 64QAM for single and dual…”
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