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
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;
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
DOI :
10.1109/AMTA.2008.4762991