Neural space mapping EM optimization of microwave structures
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Fecha
2000-06
Autores
Bakr, Mohamed H.
Bandler, John W.
Ismail, Mostafa A.
Rayas-Sánchez, José E.
Zhang, Qi J.
Título de la revista
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Título del volumen
Editor
IEEE MTT-S Int. Microwave Symp. Digest
Resumen
Descripción
We propose, for the first time, Neural Space Mapping optimization for EM-based design. It exploits our Space Mapping-based neuro-modeling techniques, avoiding troublesome parameter extraction. Simple neuromodels are trained, without testing points, during each optimization iteration. Coarse model sensitivities are exploited to select suitable fine model base points for the initial mapping.
Palabras clave
Neural Modeling, Space Mapping, Microwave Circuits, CAD
Citación
Bakr, M.H; Bandler, J.W; Ismail, M.A; Rayas-Sánchez, J.E. Zhang, Q.J. (2000) “Neural space mapping EM optimization of microwave structures,” in IEEE MTT-S Int. Microwave Symp. Dig., Boston, MA, Jun., pp. 879-882. (ISSN: 0149-645X; P-ISBN: 0-7803-5687-X; INSPEC: 6684737; DOI: 10.1109/MWSYM.2000.863320)