`Soft Computing` Methods in Microwave Active Device Modeling

Authors : Yavuz CENGİZ, Filiz GÜNEŞ and Mehmet Fatih ÇAĞLAR, Filiz GÜNEŞ

Pages : 137-148

View : 12 | Download : 6

Publication Date : 0000-00-00

Article Type : Research Paper

Abstract :In this work, the signal and noise behaviors of a microwave transistor within its operation domain insert ignore into journalissuearticles values(CT,VDS, IDS, f); are modeled by the Artificial Neural Network insert ignore into journalissuearticles values(ANN); and Fuzzy Logic System insert ignore into journalissuearticles values(FLS); without using any information on the microwave circuit theory . A worked example is presented where the same data is employed for both models selected from the manufacturer`s data sheets. Performances of the FLS and ANN models are compared and conclusions are drawn.
Keywords : Fuzzy Logic System FLS, , Artificial Neural Network ANN, model, Signal and Noise parameters, Black Box model