DC modelling of SOI four-gate transistor (G4FET) for implementation in circuit simulator using multivariate regression polynomial

Md. Sakib Hasan, S. Islam
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引用次数: 4

Abstract

An efficient numerical model of silicon-on-insulator (SOI) four-gate transistors (G4FET) and its implementation in circuit simulator is presented here. A set of available data for different operating conditions is used to empirically determine the parameters of this model and a different set of test data is used to verify its predictive accuracy. This DC model is used to express the drain current as a single multivariate regression polynomial with its validity spanning across different possible operating regions as long as the chosen independent variables lie within the range of data set used to develop the model. The continuity of the polynomial model and its derivatives makes it particularly suitable for implementation in a circuit simulator. Models for both n-channel and p-channel G4FETs have been developed and validated using TCAD and experimental data and are successfully implemented in SPICE simulator for simulating two experimentally demonstrated G4FET circuits.
利用多元回归多项式实现SOI四栅极晶体管(G4FET)的直流建模
本文给出了绝缘体上硅(SOI)四栅极晶体管(G4FET)的有效数值模型及其在电路模拟器中的实现。利用不同工况下的一组可用数据对该模型的参数进行经验性确定,并利用不同工况下的一组试验数据对模型的预测精度进行验证。该直流模型用于将漏极电流表示为单个多元回归多项式,只要所选的自变量在用于建立模型的数据集范围内,其有效性就可以跨越不同可能的工作区域。多项式模型及其导数的连续性使其特别适合在电路模拟器中实现。利用TCAD和实验数据,开发并验证了n沟道和p沟道G4FET的模型,并成功地在SPICE模拟器中实现了两个实验证明的G4FET电路的模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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