摘要

The periodical nonlinear characteristic of minimum noise figure (F-min) versus frequency in AlGaN/GaN HEMT is studied by using support vector regression (SVR) and the empirical Van der Zeil-Pucel (PUCEL) model in this paper. The black box model based on SVR is used to accurately describe the function of F-min(f). And an improved PUCEL model is proposed to characterize the nonlinear characteristic of F-min(f). In the proposed model, the delays of transconductance g(m), output conductance g(ds), and source parasitic impedance R-s are considered. The calculated results by using SVR model, improved PUCEL model, and quasi-linear model are compared with measurement ones, which reveal that the periodical nonlinear characteristic is mainly caused by the delay of R-s.