✦ LIBER ✦

Application of multilayer perceptron networks to laser diode nonlinearity determination for radio-over-fibre mobile communications

✍ Scribed by Ibrahim Develi

Publisher: John Wiley and Sons
Year: 2004
Tongue: English
Weight: 97 KB
Volume: 42
Category: Article
ISSN: 0895-2477
DOI: 10.1002/mop.20325

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✦ Synopsis

Abstract

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. © 2004 Wiley Periodicals, Inc. Microwave Opt Technol Lett 42: 425–427, 2004; Published online in Wiley InterScience (www.interscience.wiley.com). DOI 10.1002/mop.20325

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