The use of artificial neural network in the design of metamaterials

作者: Cristhianne F. L. Vasconcelos , Saulo L. Rêgo , Rossana M. S. Cruz

DOI: 10.1007/978-3-642-32639-4_65

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摘要: This paper presents an analysis of the resonant characteristics a composite medium based on periodic array interspaced conducting nonmagnetic split ring resonators and continuous thin wires. The exhibits simultaneously negative values effective permeability permittivity within microwave frequency band, characterizing metamaterial. An using Artificial Neural Networks is performed to obtain as function frequencies for given geometrical dimensions metamaterial, optimization development medium.

参考文章(9)
D. R. Smith, D. C. Vier, N. Kroll, S. Schultz, Direct calculation of permeability and permittivity for a left-handed metamaterial Applied Physics Letters. ,vol. 77, pp. 2246- 2248 ,(2000) , 10.1063/1.1314884
D. R. Smith, Willie J. Padilla, D. C. Vier, S. C. Nemat-Nasser, S. Schultz, Composite Medium with Simultaneously Negative Permeability and Permittivity Physical Review Letters. ,vol. 84, pp. 4184- 4187 ,(2000) , 10.1103/PHYSREVLETT.84.4184
Cristhianne de Fátima Linhares de Vasconcelos, Maria Rosa Medeiros Lins de Albuquerque, Sandro Gonçalves da Silva, José de Ribamar Silva Oliveira, Adaildo Gomes d'Assuncao, Full wave analysis of annular ring microstrip antenna on metamaterial ieee conference on electromagnetic field computation. ,vol. 47, pp. 1110- 1113 ,(2010) , 10.1109/TMAG.2010.2073455
M. Riedmiller, H. Braun, A direct adaptive method for faster backpropagation learning: the RPROP algorithm IEEE International Conference on Neural Networks. ,vol. 1, pp. 586- 591 ,(1993) , 10.1109/ICNN.1993.298623
J.B. Pendry, A.J. Holden, D.J. Robbins, W.J. Stewart, Magnetism from conductors and enhanced nonlinear phenomena IEEE Transactions on Microwave Theory and Techniques. ,vol. 47, pp. 2075- 2084 ,(1999) , 10.1109/22.798002
Paulo H. da F. Silva, Rossana M. S. Cruz, Adaildo G. D’Assunção, Neuromodeling and Natural Optimization of Nonlinear Devices and Circuits IGI Global. pp. 326- 348 ,(2011) , 10.4018/978-1-60960-018-1.CH015