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


Develi I.

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, cilt.42, sa.5, ss.425-427, 2004 (SCI İndekslerine Giren Dergi) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 42 Konu: 5
  • Basım Tarihi: 2004
  • Doi Numarası: 10.1002/mop.20325
  • Dergi Adı: MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
  • Sayfa Sayıları: ss.425-427

Özet

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.
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.