ANN based electromagnetic models for the design of RF MEMS switches

  title={ANN based electromagnetic models for the design of RF MEMS switches},
  author={Yongjae Lee and D. S. Filipovic},
  journal={IEEE Microwave and Wireless Components Letters},
Artificial neural network (ANN)-based modeling approach for the design of radio frequency microelectromechanical system (MEMS) switches is presented. In the proposed methodology, a finite element method analysis is performed for the switch characterization and for the creation of training and testing sets for the ANN. Developed full-wave/ANN models allow for circuit level design, simulation, and optimization in a schematic of a circuit simulator. The simulation time is reduced for two orders of… CONTINUE READING
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High-isolation CPW MEMS shunt switches. 1. Modeling

  • J. B. Muldavin, G. M. Rebeiz
  • IEEE Trans. Microw. Theory Tech., vol. 48, no. 6…
  • 2000
Highly Influential
4 Excerpts

Artificial neural network modeling of RF MEMS resonators

  • Y. J. Lee
  • Int. J. RF Microw. CAE, vol. 14, no. 4, pp. 302…
  • 2004
1 Excerpt

High - isolation CPW MEMS shunt switches

  • J. B. Muldavin, G. M. Rebeiz
  • Int . J . RF Microw . CAE
  • 2004

Lumped element modeling of coplanar series RF MEMS switches

  • R. Marcelli
  • Electron. Lett., vol. 40, no. 20, pp. 1272–1274…
  • 2004
1 Excerpt

Rebeiz, RF MEMS Theory, Design, and Technology

  • G M.
  • New York: Wiley,
  • 2003
1 Excerpt

Neural Networks for RF and Microwave Design

  • Q. J. Zhang, K. C. Gupta
  • 2000
1 Excerpt

Integrated neural network modeling for electronic manufacturing

  • M. Marwah, Y. Li, R. L. Mahajan
  • J. Electron. Manufact., pp. 79–71, 1996.
  • 1996
1 Excerpt

High Frequency Structure Simulation ( HFSS )

  • Y. Li M. Marwah, R. L. Mahajan
  • IEEE Trans . Microw . Theory Tech .

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