Extraction of passive device model parameters using genetic algorithms

ETRI Journal

Volumn 22, Issue 1, 2000, Pages 38-46

  Yun, Ilgu ^a   Carastro, Lawrence A ^a   Poddar, Ravi ^a   Brooke, Martin A ^a   May, Gary S ^a   Hyun, Kyung Sook ^a   Pyun, Kwang Eui ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC NETWORK ANALYSIS; ELECTRIC NETWORK PARAMETERS; EQUIVALENT CIRCUITS; GENETIC ALGORITHMS; OPTIMIZATION; RESISTORS; SEMICONDUCTOR DEVICE MODELS;

LEVENBERG-MARQUARDT (LM) ALGORITHMS;

MULTICHIP MODULES;

EID: 0033895147     PISSN: 12256463     EISSN: None     Source Type: Journal    
DOI: 10.4218/etrij.00.0100.0105     Document Type: Article

References (13)

1. R. Brown and A. Shapiro, "Integrated Passive Components and MCMs: The Future of Microelectronics," Proc. Int'l. Conf. Exhibition Multichip Modules, April 1993, pp. 287-94.
2. Hspice Users Manual, Meta Software, May 1996.
3. D. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison Wesley, 1989.
4. J. Zhang, Z. Yang, and L. Zhang, "A Scheme for Extracting Transient Model Parameters." Proc. 4th Int'l. Conf. Solid-state and Integrated Circuit Tech., October 1995, pp. 287-91.
5. M. O'Hearn, "LTCC Technology: VCO in Low Temperature Co-Fired Ceramics Technology," Elektronik, Vol. 45, No. 20, October 1996.
6. R. Poddar, E. Moon, M. Brooke, and N. Jokerst, "Accurate, Rapid, High Frequency Empirically Based Predictive Modeling of Arbitrary Geometry Planar Resistive Passive Devices," IEEE Trans. Comp. Pack. & Manufac. Tech. B, Vol. 21, No. 2, May 1998.
7. A. Ruehli, "Equivalent Circuit Models for Three Dimensional Multiconductor Systems," IEEE Trans. Microwave Theory Tech., Vol. MTT-22, March 1974.
8. H. Heeb and A. Ruehli, "Three-Dimensional Interconnect Analysis Using Partial Element Equivalent Circuits," IEEE Trans. Cir. & Sys., Vol. 39, No. 11, November 1992.
9. A. Ruehli and H. Heeb, "Circuit Models for Three-Dimensional Geometries Including Dielectrics," IEEE Trans. Microwave Tech., Vol. 40, No. 7, July 1992.
10. D. Marquardt, "An Algorithm for Least-Squares Estimation of Nonlinear Parameters," J. Soc. Ind. Appl. Math., Vol. 11, 1963, pp. 431-441.
11. E. Rietman and R. Frye, "A Genetic Algorithm for Low Variance Control in Semiconductor Device Manufacturing: Some Early Results," IEEE Trans. Semi. Manufac., Vol. 9. May 1996, pp. 223-228.
12. S. Han and G. S. May, "Using Neural Network Process Models to Perform PECVD Silicon Dioxide Recipe Synthesis via Genetic Algorithms," IEEE Trans. Semi. Manufac., Vol.10, No. 2, May 1997, pp. 279-287.
13. J. F. Frenzel, "Genetic Algorithms," IEEE Potentials, Oct. 1993, pp. 21-24.