Semi-Automatic Analysis of Gyrotropic Semiconductor Waveguides Using Neural Network

• Authors: D. Plonis , V. Malisauskas , A. Serackis
• Languages of publication: EN

Abstracts

EN

This paper focuses on the analysis technique of gyrotropic circular cylindrical semiconductor waveguide by the use of an electrodynamical model. Authors propose the semi-automatic extraction of the dispersion characteristics by the use of single-layer perceptron neural network. The waveguide analysis algorithm consists of four main stages: initialization of system parameters, evaluation of transcendental linear dispersion equation system, extraction of dispersion characteristics and evaluation of the waveguide broad bandwidth. In this paper three types of waveguides (n-InP, n-InSb and p-InP) are analysed using a proposed algorithm. According to the results of analysis, the use of gyrotropic n-InP and p-InP semiconductor, semiconductor-dielectric waveguides are more preferred than to n-InSb waveguides due to their wider broad bandwidth.

Keywords

EN

84.40.Az; 07.05.Mh

Discipline

• 84.40.Az: Waveguides, transmission lines, striplines
• 07.05.Mh: Neural networks, fuzzy logic, artificial intelligence

• Journal: Acta Physica Polonica A
• Year: 2011
• Volume: 119
• Issue: 4
• Pages: 542-547

Dates

published

2011-04

Contributors

author

D. Plonis

• Department of Electronic Systems, Vilnius Gediminas Technical University (VGTU), Naugarduko str., 41-425, LT-03227 Vilnius, Lithuania

author

V. Malisauskas

• Department of Electronic Systems, Vilnius Gediminas Technical University (VGTU), Naugarduko str., 41-425, LT-03227 Vilnius, Lithuania

author

A. Serackis

• Department of Electronic Systems, Vilnius Gediminas Technical University (VGTU), Naugarduko str., 41-425, LT-03227 Vilnius, Lithuania

References

• 1. N. Zaitsev, I. Kulagin, S. Kuzikov, M. Plotkin, I. Syratchev, in: Infrared and Millimeter Waves, 2007 and the 15-th International Conference on Terahertz Electronics, IRMMW-THz, Joint 32nd Int. Conf., Eds. M.J. Griffin, P.C. Hargrave, T.J. Parker, K.P. Woo, Institute of Electrical and Electronic Engineer, Cardiff (UK) 2007, p. 369
• 2. D. Loik, M. Nefedov, E. Nikishin, in: Actual Problems of Electron Devices Engineering, 2008, APEDE' 08, Int. Conf., Ed. V.A. Tsarev, publisher: Saratov State Technical University, Saratov (Russia) 2008, p. 324
• 3. M. Yeddulla, S. Tantawi, J. Guo, V. Dolgashev, Microwave Theory Techn. 6, 57 (2009)
• 4. C.W. Yuan, Q. Zhang, Plasma Sci. 10, 37 (2009)
• 5. G. Gentili, L. Lucci, R. Nesti, G. Pelosi, S. Selleri, Microwave Theory Techn. 7, 57 (2009)
• 6. M. Dillon, A. Gibson, J. Webb, Microwave Theory Techn. 5, 41 (1993)
• 7. D.M. Sullivan, Electromagnetic Simulation Using the FDTD Method, Institute of Electrical and Electronics Engineers, New York 2000
• 8. L. Nickelson, V. Shugurov, Singular Integral Equations' Methods for the Analysis of Microwave Structures, VSP Publishing Int. Sci. Publ., Leiden 2005
• 9. B.J. Hu, G. Wei, Plasma Sci. 1, 29 (2001)
• 10. N. Dib, A. Omar, Microwave Theory Techn. 7, 50 (2002)
• 11. D. Rovetta, A. Bosisio, G. Drufuca, Microwave Wireless Components Lett. 5, 16 (2006)
• 12. S. Asmontas, L. Nickelson, V. Malisauskas, Electron. Electr. Eng. 2, 66 (2006)
• 13. L. Nickelson, S. Asmontas, V. Malisauskas, V. Sugurovas, Open Cylindrical Gyrotropic Wavequides, Technika, Vilnius 2007
• 14. L. Nickelson, S. Asmontas, V. Malisauskas, R. Martavicius, Plasma Phys. 1, 75 (2008)
• 15. D. Navakauskas, Informatica 2, 14 (2003)
• 16. S. Paulikas, D. Navakauskas, Informatica 2, 17 (2006)
• 17. D. Matuzevicius, D. Navakauskas, in: Proc. 11th Int. Biennial Baltic Electronics Conf., Ed. J. Engelbrecht, Tallinn University of Technology, Tallinn (Estonia) 2008, p. 341
• 18. F. Rosenblatt, Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms, Spartan Books, Washington 1962
• 19. D. Plonis, V. Malisauskas, A. Serackis, in: Microwave Radar and Wireless Communications (MIKON), 2010 18th Int. Conf., Ed. B. Levitas, Geozondas, Vilnius (Lithuania) 2010, p. 508
• 20. E.D. Palik, J.K. Furdyna, Rep. Prog. Phys. 12, 33 (1970)
• 21. L. Nickelson, T. Gric, S. Asmontas, R. Martavicius, Electron. Electr. Eng. 2, 82 (2008)
• 22. K.Y. Kim, H.S. Tae, J.H. Lee, Electron. Lett. 39, 61 (2003)
• 23. C. Yeh, F.I. Shimabukuro, The Essence of Dielectric Waveguides, Springer Science, Business Media, USA 2008
• 24. S.M. Sze, Physics of Semiconductor Devices, Wiley, USA 1981

Identifiers

DOI

10.12693/APhysPolA.119.542