DocumentCode
2509623
Title
ANN models for coplanar strip line analysis and synthesis
Author
Narayana, J. Lakshmi ; Krishna, K. Sri Rama ; Reddy, L. Pratap
Author_Institution
ECE, VR Siddhartha Eng. Coll., Vijayawada
fYear
2008
fDate
21-24 Nov. 2008
Firstpage
682
Lastpage
685
Abstract
Neural networks recently gained attention as fast and flexible vehicles to microwave modeling, simulation and optimization. After learning and abstracting from microwave data, through a process called training, neural network models are used during microwave design to provide instant answers to the task learned. This paper presents simple and accurate ANN models for the analysis and synthesis of CPS structures to very accurately compute the characteristic parameters and the physical dimensions respectively for the required design specifications.
Keywords
backpropagation; coplanar waveguides; neural nets; strip lines; ANN models; coplanar strip line analysis; neural networks; Algorithm design and analysis; Artificial neural networks; Automotive engineering; Circuit synthesis; Coplanar waveguides; Dielectric substrates; Educational institutions; Network synthesis; Neural networks; Strips; Algorithms; Analysis; Coplanar strip lines; Neural Models; Synthesis;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances in Microwave Theory and Applications, 2008. MICROWAVE 2008. International Conference on
Conference_Location
Jaipur
Print_ISBN
978-1-4244-2690-4
Electronic_ISBN
978-1-4244-2691-1
Type
conf
DOI
10.1109/AMTA.2008.4762991
Filename
4762991
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