Title :
Large-signal MOSFET modeling by means of knowledge based fuzzy logic system
Author :
Wang, Liyuan ; Guo, Yushun
Author_Institution :
Sch. of Electron. & Inf. Eng., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
A behavioral modeling technique for the MOS devices by using the fuzzy logic system is proposed in this paper. Based on the use of the device prior knowledge, an efficient model structure identification algorithm is given, which simplifies the fuzzy modeling process significantly. The experimental results show that the model constructed by the algorithm predicts the device´s DC, small-signal and large dynamical signal behavior accurately. The principle of this approach is general and can be extended to the modeling of other types of device.
Keywords :
MIS devices; MOSFET; fuzzy logic; MOS devices; knowledge based fuzzy logic system; large-signal MOSFET modeling; model structure identification algorithm; Analytical models; Computational modeling; Microwave FETs; Numerical models; Object recognition; Radio frequency;
Conference_Titel :
ASIC (ASICON), 2011 IEEE 9th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-61284-192-2
Electronic_ISBN :
2162-7541
DOI :
10.1109/ASICON.2011.6157364