A new device design methodology for manufacturability

As future technology generations for integrated circuits continue to "shrink", TCAD tools must be made more central to manufacturing issues; thus, yield optimization and design for manufacturing (DFM) should be addressed integrally with performance and reliability when using TCAD during the initial product design. This paper defines the goals for DFM in TCAD simulations and outlines a formal procedure for achieving an optimized result (ODFM). New design of experiments (DOE), weighted least squares modeling and multiple-objective mean-variance optimization methods are developed as significant parts of the new ODFM procedure. Examples of designing a 0.18-/spl mu/m MOSFET device are given to show the impact of device design procedures on device performance distributions and sensitivity variance profiles.

[1]  S.W. Director,et al.  An efficient methodology for building macromodels of IC fabrication processes , 1989, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[2]  T. J. Sanders,et al.  Integrated circuit design for manufacturing through statistical simulation of process steps , 1992 .

[3]  Hiroo Masuda,et al.  A New Design-Centering Methodology for VLSI Device Development , 1987, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[4]  K. Hasnat,et al.  A manufacturing sensitivity analysis of 0.35 /spl mu/m LDD MOSFET's , 1994 .

[5]  Jerome Sacks,et al.  Designs for Computer Experiments , 1989 .

[6]  Noel A Cressie,et al.  Statistics for Spatial Data. , 1992 .

[7]  K. W. Kim,et al.  Ensemble Monte Carlo study of interface-state generation in low-voltage scaled silicon MOS devices , 1996 .

[8]  Norman R. Draper,et al.  Applied regression analysis (2. ed.) , 1981, Wiley series in probability and mathematical statistics.

[9]  M. D. McKay,et al.  A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , 2000 .

[10]  C. Currin,et al.  A Bayesian Approach to the Design and Analysis of Computer Experiments , 1988 .

[11]  Art B. Owen,et al.  Using simulators to model transmitted variability in IC manufacturing , 1989 .

[12]  Boxin Tang Orthogonal Array-Based Latin Hypercubes , 1993 .

[13]  Dennis L. Young,et al.  Application of statistical design and response surface methods to computer-aided VLSI device design , 1988, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..