NDLI: A neural network method for the analysis of multilayered shielded microwave circuits

Content Provider	IEEE Xplore Digital Library
Author	Garcia, J.P. Pereira, F.Q. Rebenaque, D.C. Tornero, J.L.G. Melcon, A.A.
Copyright Year	2005
Description	Author affiliation: Cartagena Tech. Univ., Murcia, Spain (Garcia, J.P.; Pereira, F.Q.; Rebenaque, D.C.; Tornero, J.L.G.; Melcon, A.A.)
Abstract	This paper proposes the design and analysis of practical multilayered shielded microwave circuits using neural networks. The radial basis function neural network (RBFNN) approximates, with the accuracy demanded, the boxed Green's functions needed in the integral equation (IE) method. After the initial neural network training, the RBFNN outputs substitutes the exact values of the Green's functions, leading to a large reduction in the calculation time of the essential circuit parameters. In this paper, a novel strategy based on spatial and frequency regions subdivisions is presented. This strategy allows to reduce the computational burden associated to the training of the neural network. The computational gain obtained with the neural network method allows the development of neural based computer-aided-design (CAD) tools, that can be used for the analysis and design of shielded printed MMIC devices in a near real time basis.
File Size	310566
File Format	PDF
ISBN	0780388453
DOI	10.1109/MWSYM.2005.1517010
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-06-17
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Multi-layer neural network Microwave theory and techniques Microwave circuits Computer networks Green's function methods Radial basis function networks Integral equations Frequency Design automation
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in