Synthesis of interdigital capacitors based on particle swarm optimization and artificial neural networks

International Journal of RF and Microwave Computer-Aided Engineering

Volumn 16, Issue 4, 2006, Pages 322-330

  Ababneh, Jehad ^a   Khodier, Majid ^a,b   Dib, Nihad ^a  

^a JORDAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Jordan)

^b IEEE

Author keywords

Coplanar waveguide; Interdigital capacitor; Neural networks; Particle swarm optimization

Indexed keywords

ALGORITHMS; CAPACITANCE; COMPUTER SIMULATION; NEURAL NETWORKS; OPTIMIZATION; WAVEGUIDES;

GEOMETRY PARAMETERS; INTERDIGITAL CAPACITOR; PARTICLE SWARM OPTIMIZATION; PLANAR INTERDIGITAL CAPACITOR (IDC);

CAPACITORS;

EID: 33745587323     PISSN: 10964290     EISSN: 1099047X     Source Type: Journal    
DOI: 10.1002/mmce.20141     Document Type: Article

References (32)

1. G. Alley, Interdigital capacitors and their application to lumped-element microwave integrated circuits, IEEE Trans Microwave Theory Tech 18 (1970), 1028-1033.
2. J. Hobdell, Optimization of interdigital capacitors, IEEE Trans Microwave Theory Tech 27 (1979), 788-791.
3. R. Esfandiari, D. Maki, and M. Siracusa, Design of interdigital capacitors and their application to gallium arsenide monolithic filters, IEEE Trans Microwave Theory Tech 31 (1983), 57-64.
4. E. Pettenpaul, H. Kapusta, A. Weisgerber, H. Mampe, J. Luginsland, and I. Wolff, CAD models of lumped elements on GaAs up to 18 GHz, IEEE Trans Microwave Theory Tech 36 (1988), 294-304.
5. V. Sadhir, I. Bahl, and D. Willems, CAD-compatible accurate models of microwave passive elements for MMIC applications, Int J Microwave and Millimeter-Wave CAE 4 (1994), 148-162.
6. H. Wu, Z. Zhang, F. Barnes, C. Jackson, A. Kain, and J. Cuchiaro, Voltage tunable capacitors using high-temperature supercondcutors and ferroelectrics, IEEE Trans Appl Superconductivity 4 (1994), 156-160.
7. C. Chi and G. Rebeiz, Planar microwave and millimeter-wave lumped elements and coupled-line filters using micro-machining techniques, IEEE Trans Microwave Theory Tech 43 (1995), 730-738.
8. S. Gevorgian, T. Martinsson, P. Linner, and E. Kolberg, CAD models for multilayered substrate interdigital capacitors, IEEE Trans Microwave Theory Tech 44 (1996), 896-904.
9. G. Coen, D. De Zutter, and N. Fache, Automatic deivation of equivalent circuits for general microstrip interconnection dicontinuities, IEEE Trans Microwave Theory Tech 44 (1996), 1010-1016.
10. L. Zhu and K. Wu, Accurate circuit model of interdigital capacitor and its application to design of new quasilumped miniaturized filters with suppression of harmonic resonance, IEEE Trans Microwave Theory Tech 48 (2000), 347-356.
11. D. Caratelli and R. Cicchetti, A full-wave analysis of interdigital capacitors for planar integrated circuits, IEEE Trans Magn 39 (2003), 1598-1601.
12. N. Dib, Q. Zhang, and U. Rohde, New CAD model of the microstrip interdigital capacitor, Active and Passive Electron Compon 27 (2004), 237-245.
13. R.-Y. Yang, M.-H. Weng, C.-Y. Hung, H.-J. Chen, and M.-P. Houng, Novel compact microstrip interdigital bandstop filters, IEEE Trans Ultrasonics Ferroelect and Freq Control 51 (2004), 1022-1025.
14. N. Dib, J. Ababneh, and A. Omar, CAD modeling of coplanar waveguide interdigital capacitor, Int J RF and Microwave CAE 15 (2005), 551-559.
15. J. Robinson and Y. Rahmat-Sami, Particle swarm optimization in electromagnetics, IEEE Trans Antennas Propagat 52 (2004), 397-407.
16. Q.J. Zhang and K.C. Gupta, Neural networks for RF and microwave design, Artech House, Norwood, MA, 2000.
17. C. Yildiz and M. Turkmen, A CAD approach based on artificial neural networks for Shielded multilayered coplanar waveguide, AEUE Int J Electron and Commun 58 (2004), 1-9.
18. X. Ding, V. Devabhaktuni, B. Chattaraj, M. Yagoub, M. Deo, J. Xu, and Qi Jun Zhang, Neural-network approaches to electromagnetic-based modeling of passive components and their applications to high-frequency and high-speed nonlinear circuit optimization, IEEE Trans Microwave Theory Tech 52 (2004), 436-449.
19. J. Rayas-Sanchez, EM-based optimization of micro-wave circuits using artificial neural networks: The stateof-the-art, IEEE Trans Microwave Theory Tech 52 (2004), 420-435.
20. R.S. Chen, X. Zhang, K.F. Tsang, and K.N. Yung, Modeling and design of interdigital capacitor based on neural networks and genetic algorithm, Microwave Opt Technol Lett 38 (2003), 231-235.
21. V. Devabhaktuni, C. Xi, F. Wang, and Qi-Jun Zhang, Robust training of microwave neural models, Int J Microwave and Millimeter-Wave CAE 12 (2002), 109-124.
22. J. Jargon, K.C. Gupta, and D. DeGroot, Applications of artificial neural networks to RF and microwave measurements, Int J Microwave and Millimeter-Wave CAE 12 (2002), 3-24.
23. S. Haykin, Neural networks: A comprehensive foundation, Macmillan College Publishing, New York, 1994.
24. J. Kennedy and R.C. Eberhart, Particle swarm optimization, Proc IEEE Conf Neural Networks IV (1995), 1942-1948.
25. R.C. Eberhart and Y. Shi, Particle swarm optimization: developments, applications and resources, IEEE Congress Evolutionary Computat, Seoul, Korea, 2001, pp. 81-86.
26. D.W. Boeringer and D.H. Werner, Particle swarm optimization versus genetic algorithms for phased array synthesis, IEEE Trans Antennas Propagat 52 (2004), 771-779.
27. G. Ciuprina, D. loan, and I. Munteanu, Use of intelligent-particle swarm optimization in electromagnetics, IEEE Trans Magn 38 (2004), 1037-1040.
28. J. Park, K. Choi, and D.J. Allstot, Parasitic-aware RF circuit design and optimization, IEEE Trans Cire Syst I 51 (2004), 1953-1966.
29. I.C. Trelea, The particle swarm optimization algorithm: convergence analysis and parameter selection, Info Processing Lett 85 (2003), 317-325.
30. K.E. Parsopoulos and M.N. Vrahatis, Recent approaches to global optimization problems through particle swarm optimization, Natural Computing 1 (2002), 235-306.
31. IE3D, Zeland Software, Inc., CA.
32. rd ed., 2005, Wiley, New York, pp. 187-188.