Application of multilayer perceptron networks to laser diode nonlinearity determination for radio-overfibre mobile communications
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, vol.42, no.5, pp.425-427, 2004 (SCI-Expanded, Scopus)
- Publication Type: Article / Article
- Volume: 42 Issue: 5
- Publication Date: 2004
- Doi Number: 10.1002/mop.20325
- Journal Name: MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
- Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Page Numbers: pp.425-427
- Keywords: radio-over-fibre, millimeter-wave radio, GaAIAs laser diodes, 3(rd)-order intermodulation distortion, multilayer perceptron networks
- Erciyes University Affiliated: Yes
Abstract
This paper presents a new approach based on multilayer perceptron networks to determine the 3rd-order intermodulation distortion levels in microwave-intensity-modulated GaAIAs laser diodes. The Levenberg–Marquardt algorithm is used to train the network. The results
obtained from the network are in excellent agreement with the experimental results reported elsewhere.
This paper presents a new approach based on multilayer perceptron networks to determine the 3(rd)-order intermodulation distortion levels in microwave-intensity-modulated GaAIAs laser diodes. The Levenberg-Marquardt algorithm is used to train the network. The results obtained from the network are in excellent agreement with the experimental results reported elsewhere. (C) 2004 Wiley Periodicals, Inc.