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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/16103
Title: Neural network based CAD models for analysis and design of fin-lines for mm-wave applications
Authors: Pandit C.
Patnaik, Amalendu
Sinha S.N.
Published in: Proceedings of 2007 IEEE Applied Electromagnetics Conference, AEMC 2007
Abstract: Neural network (NN) based CAD models have been developed for analysis and design of fin-lines. In the analysis phase, the network takes the dimensional parameters of the fin-line structure as its input and gives the characteristic impedance (Z0) and normalized guided wavelength (b/λ cf) as its output. Another network, trained for design, takes Z 0 along with other dimensions as input and produces the normalized gap width between fins (w/b) as output. A multilayer perceptron trained in the back-propagation mode is used to develop the networks. Results for unilateral fin-line is presented in this paper. ©2007 IEEE.
Citation: Proceedings of 2007 IEEE Applied Electromagnetics Conference, AEMC 2007, (2007). Kolkata
URI: https://doi.org/10.1109/AEMC.2007.4638056
http://repository.iitr.ac.in/handle/123456789/16103
Issue Date: 2007
Keywords: CAD
Fin-lines
Neural network
ISBN: 9.78E+12
Author Scopus IDs: 25823407800
7102813204
7403739821
Author Affiliations: Pandit, C., ECE Department, M.N. National Institute of Technology, Allahabad, India
Patnaik, A., Electronics and Computer Engineering Dept., IIT, Roorkee, Roorkee - 247, 667, India
Sinha, S.N., Electronics and Computer Engineering Dept., IIT, Roorkee, Roorkee - 247, 667, India
Corresponding Author: Pandit, C.; ECE Department, M.N. National Institute of Technology, Allahabad, India; email: chandrakant.pandit@gmail.com
Appears in Collections:Conference Publications [ECE]

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