Consideration on artificial neural network architecture in application for microwave filter tuning

Progress in Electromagnetics Research Symposium

Volumn , Issue , 2011, Pages 1313-1317

  Michalski, J J ^a   Kacmajor, T ^a   Gulgowski, J ^a   Mazur, M ^a  

^a TeleMobile Electronics ^*  (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; EXPERIMENTAL INVESTIGATIONS; FILTER TOPOLOGY; GENERALIZATION ERROR; INPUT LAYERS; INPUT NEURONS; INTERPOLATION METHOD; LEARNING TIME; REFLECTION CHARACTERISTICS; VECTOR NETWORK ANALYZERS;

ELECTRIC NETWORK ANALYZERS; ELECTROMAGNETISM; NETWORK ARCHITECTURE; NEURAL NETWORKS; TOPOLOGY; TUNING;

MICROWAVE FILTERS;

EID: 84055183063     PISSN: 15599450     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Cameron, R. J., "General coupling matrix synthesis methods for Chebyshev filtering functions," IEEE Transactions on Microwave Theory and Techniques, Vol. 47, No. 4, 433-442, April 1999.
2. Cegielski, T. and J. J. Michalski, "Heuristic methods for automated microwave filter tuning," Proceedings of XVII International Conference on Microwave, Radar and Wireless Communications, Vol. 3, 647-650, Poland, Wroclaw, May 19-21, 2008.
3. Michalski, J. J., "Artificial neural networks approach in microwave filter tuning," Progress In Electromagnetics Research M, Vol. 13, 173-188, 2010.
4. Michalski, J. J., "Artificial neural network algorithm for automated filter tuning with improved efficiency by usage of many golden filters," Proceedings of XVIII International Conference on Microwave, Radar and Wireless Communications, Vol. 3, 264-266, Lithuania, Vilnius, June 14-16, 2010.
5. Intelligent automatic filter tuning tool (IAFTT) is registered with "Priority certificate # 2516", (Hannover Cebit 2007), and patent pending "European Patent Application No. P382895 as-signed by Polish National Patent Office".
6. Vapnik, V. N. and A. Chervonenkis, "On the uniform convergence of relative frequencies of events to their probabilities," Theory of Probability Appl., Vol. 16, 264-280, 1971.
7. Lamperez, A. G., T. K. Sarkar, and M. Salazar-Palma, "Filter model generation from scattering parameters using the Cauchy method," 32th European Microwave Conference and Exhibition, Vol. 1, 413-416, 1989.