Title :
Improved methodology for better accuracy on transistors matching characterization
Author :
Cathignol, Augustin ; Rochereau, Krysten ; Bordez, Samuel ; Ghibaudo, Gérard
Author_Institution :
STMicroelectronics, Crolles, France
Abstract :
An improved methodology for the characterization of matching parameters in MOSFETs and bipolar transistors is presented. Because of their statistical nature, only estimation of matching parameters can be provided from given measurements. Considering general σΔp = Ap / √(WL) transistor matching model, the aim of this paper is to discuss, for the first time, the most relevant matching parameter Ap estimation accuracy. Dispersion on Ap estimation when using conventional least squares regression on σΔp vs. 1/√(WL) plots is analytically characterized. Then it is shown that replacing the conventional least squares regression by a weighted least squares regression leads to increased accuracy on Ap estimation and consequently allows a better detection of physical effects responsible for mismatch.
Keywords :
MOSFET; bipolar transistors; estimation theory; least squares approximations; regression analysis; semiconductor device models; Ap estimation; MOSFET matching characterization; bipolar transistors matching characterization; least squares regression; matching parameters estimation; transistor matching model; Bipolar transistors; Dispersion; Electric variables measurement; Geometry; Information analysis; Least squares approximation; Linear regression; MOSFETs; Parameter estimation; Threshold voltage;
Conference_Titel :
Microelectronic Test Structures, 2006. ICMTS 2006. IEEE International Conference on
Print_ISBN :
1-4244-0167-4
DOI :
10.1109/ICMTS.2006.1614298