M. G. BANCIU, A. IOACHIM
Design of Microwave Devices by Using Artificial Neural Network Models
Abstract.
Designing the high-frequency devices by using artificial neural networks (ANN)
emphasize the ANN propensity for storing knowledge, for generalizing patterns in
data and for offering computational efficiency. Two neural models are discussed
in this paper. The model of a band-pass forward-coupled filter uses the ARMA
coefficients, which describe the FDTD signal at the output port of the filter in
time-domain. On the contrary, the second model, which was developed for a
tunable planar resonator, uses directly the device response in
frequency-domain. |