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
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"
Conference_Titel :
Telecommunication in Modern Satellite Cable and Broadcasting Services (TELSIKS), 2011 10th International Conference on
Print_ISBN :
978-1-4577-2018-5
DOI :
10.1109/TELSKS.2011.6112043