Broadband physics-based modeling of microwave passive devices through frequency mapping

We present a new methodology to develop physics-based models for passive components. We coherently integrate full-wave EM simulations, artificial neural networks, multivariable rational functions, dimensional analysis and frequency mapping. We consider frequency-independent and frequency-dependent m...

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Bibliographic Details
Main Authors: Bandler, J.W., Ismail, M.A., Rayas-Sanchez, J.E.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Coplanar waveguides
Frequency
Impedance
Independent component analysis
Microstrip
Microwave devices
Microwave theory and techniques
Network synthesis
Physics computing
Online Access:Request full text
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Summary:We present a new methodology to develop physics-based models for passive components. We coherently integrate full-wave EM simulations, artificial neural networks, multivariable rational functions, dimensional analysis and frequency mapping. We consider frequency-independent and frequency-dependent models. Various examples include a microstrip right angle bend and a CPW short-circuit stub.
ISSN:0149-645X
2576-7216
DOI:10.1109/MWSYM.2000.863518