Title :
Neural network modelling of EDFA
Author :
Kapoor, Ajay ; Sharma, Enakshi K.
Author_Institution :
Dept. of Electron., Univ. of Delhi, New Delhi, India
Abstract :
Erbium doped fiber amplifier is a key device in WDM/DWDM technology. The task of modeling EDFA is computationally expensive. In this paper we investigate the application of multilayered feed-forward neural network to model an EDFA.
Keywords :
erbium; feedforward neural nets; optical fibre amplifiers; wavelength division multiplexing; EDFA; WDMlDWDM technology; erbium doped fiber amplifier; multilayered feed-forward neural network; neural network modelling; Analytical models; Artificial neural networks; Computational modeling; Erbium-doped fiber amplifiers; Numerical models; TV; Training; Erbium doped fiber Amplifier; Neural Networks; modeling;
Conference_Titel :
Recent Advances in Photonics (WRAP), 2013 Workshop on
Conference_Location :
New Delhi
Print_ISBN :
978-1-4799-4864-2
DOI :
10.1109/WRAP.2013.6917682
