Neuro-fuzzy modeling techniques for microwave components

IEEE Microwave and Wireless Components Letters

Volumn 16, Issue 2, 2006, Pages 72-74

  Rahouyi, E B ^a   Hinojosa, J ^a   Garrigos J ^a  

^a TECHNICAL UNIVERSITY OF CARTAGENA   (Spain)

Author keywords

Anisotropic media; Computer aided design (CAD); Coplanar; Neuro fuzzy modeling; Tunable circuits and devices

Indexed keywords

COMPUTER AIDED DESIGN; ELECTROMAGNETISM; FUZZY SETS; MATHEMATICAL MODELS; MICROWAVE CIRCUITS; NATURAL FREQUENCIES;

ANISOTROPIC MEDIA; COPLANAR; NEURO-FUZZY MODELING;

MICROWAVE DEVICES;

EID: 33144485595     PISSN: 15311309     EISSN: None     Source Type: Journal    
DOI: 10.1109/LMWC.2005.863245     Document Type: Article

References (10)

1. P. M. Watson and K. C. Gupta,"EM-ANN models for microstrip vias and interconnects in multilayer circuits," IEEE Trans. Microw. Theory Tech., vol. 44, no. 12, pp. 2495-2503, Dec. 1996.
2. P. M. Watson, K. C. Gupta, and R. L. Mahajan,"Development of knowledge based artificial neural network models for microwave components," in IEEE MTT-S Int. Dig., 1998, pp. 9-12.
3. J.-S. R. Jang,"ANFIS: adaptative-network-based fuzzy inference system," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 665-685, May/Jun. 1993.
4. D. Dolfi, M. Labeyrie, P. Joffre, and J. P. Huignard,"Liquid crystal microwave phase shifter," Election. Lett., vol. 29, pp. 926-928, May 1993.
5. R. E. Collin, Field Theory of Guided Waves, 2nd ed. New York: IEEE Press, 1976, pp. 259-273.
6. B. T. Szentkuti,"Simple analysis of anisotropic microstrip lines by a transform method," Election. Lett., vol. 12, pp. 672-673, Dec. 1976.
7. W. Hilberg,"From approximations to exact relations for characteristic impedances," IEEE Trans. Microw. Theory Tech., vol. 17, no. 5, pp. 259-265, May 1969.
8. M. Horno,"Calculation of quasi-static characteristic of microstrip on anisotropic substrate using mapping method," in IEEE MTT-S Int. Dig., Washington, DC, 1980, pp. 450-452.
9. S. Chiu,"Fuzzy model identification based cluster estimation," J. Intell. Fuzzy Syst., vol. 2, pp. 267-278, Sep. 1994.
10. M. T. Hagan and M. Menhaj,"Training feedforward networks with the Marquardt algorithm," IEEE Trans. Neural Networks, vol. 5, no. 6, pp. 989-993, Nov. 1994.