• DocumentCode
    3644971
  • Title

    Improved ANN approach to bias-dependent scalable noise modelling of microwave FETs

  • Author

    Zlatica Marinković;Olivera Pronić-Rančić;Vera Marković

  • Author_Institution
    University of Niš
  • Volume
    1
  • fYear
    2011
  • Firstpage
    242
  • Lastpage
    245
  • Abstract
    In the earlier work authors have shown that prior knowledge neural approach can be successfully applied for bias dependent noise modelling of microwave transistors, which is very applicable in the cases where there are no enough data to develop pure black-box neural models. In this paper the mentioned model is extended to a class of devices made in the same technology but differing in the gate width. In that way device scalability is included in the model. The modelling approach is applied to a class of pHEMT devices.
  • Keywords
    "Artificial neural networks","Noise","Microwave FETs","Microwave circuits","Data models","Integrated circuit modeling"
  • Publisher
    ieee
  • Conference_Titel
    Telecommunication in Modern Satellite Cable and Broadcasting Services (TELSIKS), 2011 10th International Conference on
  • Print_ISBN
    978-1-4577-2018-5
  • Type

    conf

  • DOI
    10.1109/TELSKS.2011.6112043
  • Filename
    6112043