Title :
A Physics-Based Three-Dimensional Analytical Model for RDF-Induced Threshold Voltage Variations
Author :
Panagopoulos, Georgios ; Roy, Kaushik
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
In this paper, a 3-D analytical model is proposed to capture the threshold voltage, surface potential, and electric field variations induced by random dopant fluctuations in the channel region of metal-oxide-semiconductor field-effect transistors. The 3-D model treats the effect of each dopant separately and is based on fundamental laws of physics. The proposed approach enables determination of transistor threshold voltage variations with both very low computational cost and high accuracy. Using the developed model, we performed statistical analysis, simulating more than 100 000 transistor samples. Interestingly, the results showed that, although the distribution of the threshold voltage for large-channel transistors is Gaussian, for scaled transistors, it is non-Gaussian. Furthermore, the proposed model predicts known formulas, which are proven for 1-D analysis and large transistors, simply by setting the appropriate transistor size. As a consequence, this model is a logical extension of the theory of large transistors to nanoscaled devices.
Keywords :
Gaussian processes; MOSFET; electric fields; physics; semiconductor doping; statistical analysis; Gaussian process; RDF-induced threshold voltage variations; channel region; electric field variations; large-channel transistors; metal-oxide-semiconductor field-effect transistors; non-Gaussian process; physics-based three-dimensional analytical model; random dopant fluctuations; scaled transistors; statistical analysis; surface potential; Analytical models; Doping; Electric potential; Resource description framework; Semiconductor process modeling; Threshold voltage; Transistors; 3-D analytical model; $V_{rm th}$ variations; Electric field; random dopant placement (RDF); surface potential;
Journal_Title :
Electron Devices, IEEE Transactions on
DOI :
10.1109/TED.2010.2093140