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International Journal of Antennas and Propagation
Volume 2017 (2017), Article ID 3143846, 9 pages
https://doi.org/10.1155/2017/3143846
Research Article

KBNN Based on Coarse Mesh to Optimize the EBG Structures

1School of Electronics and Information, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China
2Nanjing Software Institute, Jinling Institute of Technology, Nanjing, Jiangsu 211169, China

Correspondence should be addressed to Yu-bo Tian

Received 11 July 2016; Revised 22 December 2016; Accepted 11 January 2017; Published 2 February 2017

Academic Editor: Shih Yuan Chen

Copyright © 2017 Yi Chen et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. E. Yablonovitch, “Inhibited spontaneous emission in solid-state physics and electronics,” Physical Review Letters, vol. 58, no. 20, pp. 2059–2062, 1987. View at Publisher · View at Google Scholar · View at Scopus
  2. S. John, “Strong localization of photons in certain disordered dielectric super lattice,” Physical Review Letters, vol. 58, no. 20, pp. 2486–2488, 1987. View at Publisher · View at Google Scholar
  3. D. A. Nesic and B. M. Kolundzija, “EBG band-stop filter with suppression of 3 spurious stop-bands,” in Proceedings of the International Workshop on Antenna Technology: Small Antennas, Innovative Structures and Materials (iWAT '10), pp. 1–4, Lisbon, Portugal, March 2010. View at Publisher · View at Google Scholar · View at Scopus
  4. V. Radisic, Y. Qian, and T. Itoh, “Broad-band power amplifier using dielectric photonic bandgap structure,” IEEE Microwave & Guided Wave Letters, vol. 8, no. 1, pp. 13–14, 1998. View at Publisher · View at Google Scholar · View at Scopus
  5. S. Ghosh, T.-N. Tran, and T. Le-Ngoc, “Dual-layer EBG-based miniaturized multi-element antenna for MIMO systems,” IEEE Transactions on Antennas & Propagation, vol. 62, no. 8, pp. 3985–3997, 2014. View at Publisher · View at Google Scholar · View at Scopus
  6. H. Kabir, L. Zhang, M. Yu, P. H. Aaen, J. Wood, and Q.-J. Zhang, “Smart modeling of microwave devices,” IEEE Microwave Magazine, vol. 11, no. 3, pp. 105–118, 2010. View at Publisher · View at Google Scholar · View at Scopus
  7. F. Mkadem and S. Boumaiza, “Extended hammerstein behavioral model using artificial neural networks,” IEEE Transactions on Microwave Theory & Techniques, vol. 57, no. 4, pp. 745–751, 2009. View at Publisher · View at Google Scholar · View at Scopus
  8. Z. Marinkovic, G. Crupi, G. Avolio, V. Markovic, A. Caddemi, and D. M. M.-P. Schreurs, “Neural network modelling of GaAs pHEMTs suitable for millimeter-wave mixer design,” in Proceedings of the International Workshop on Integrated Nonlinear Microwave and Millimetre-wave Circuits (INMMiC '15), Taormina, Italy, October 2015. View at Publisher · View at Google Scholar · View at Scopus
  9. G. G. Towell and J. W. Shavlik, “Knowledge-based artificial neural networks,” Artificial Intelligence, vol. 70, no. 1-2, pp. 119–165, 1994. View at Publisher · View at Google Scholar · View at Scopus
  10. T. Khan and A. De, “Prediction of slot shape and slot size for improving the performance of microstrip antennas using knowledge-based neural networks,” International Scholarly Research Notices, vol. 2014, Article ID 957469, 9 pages, 2014. View at Publisher · View at Google Scholar
  11. C. Li, L. J. Xue, and J. Xu, “Knowledge-based artificial neural network models for microstrip radialstub,” Chinese Journal of Electronics, vol. 29, no. 12, pp. 1696–1698, 2001 (Chinese). View at Google Scholar
  12. B.-Z. Wang, D. Zhao, and J. Hong, “Modeling stripline discontinuities by neural network with knowledge-based neurons,” IEEE Transactions on Advanced Packaging, vol. 23, no. 4, pp. 692–698, 2000. View at Publisher · View at Google Scholar · View at Scopus
  13. W. C. Na and Q. J. Zhang, “Automated knowledge-based neural network modeling for microwave applications,” IEEE Microwave & Wireless Components Letters, vol. 24, no. 7, pp. 499–501, 2014. View at Publisher · View at Google Scholar · View at Scopus
  14. Z. Marinković, O. Pronić-Rančić, and V. Marković, “Small-signal and noise modeling of class of HEMTs using knowledge-based artificial neural networks,” International Journal of RF and Microwave Computer-Aided Engineering, vol. 23, no. 1, pp. 34–39, 2013. View at Publisher · View at Google Scholar · View at Scopus
  15. T. Yubo, Hybrid Neural Network Techniques, Science Press, Beijing, China, 2009 (Chinese).
  16. S. Y. Huang and Y. H. Lee, “Tapered dual-plane compact electromagnetic bandgap microstrip filter structures,” IEEE Transactions on Microwave Theory & Techniques, vol. 53, no. 9, pp. 2656–2664, 2005. View at Publisher · View at Google Scholar · View at Scopus
  17. S. Sha, T. Peng, and Y. Tian, “Optimum design of double-layer EBG structure,” Piezoelectrics & Acoustooptics, vol. 33, no. 5, pp. 846–848, 2011. View at Google Scholar · View at Scopus