Title :
Combining neural networks and iir filters for circuit microwave design and optimization in the time domain
Author :
Gati, A. ; Wong, M.F. ; Ibazizen, A. ; Hanna, V.F. ; Alquie, G.
Author_Institution :
Universite Pierre et marie Curie, Paris cedex
Abstract :
A method combining Infinite Impulse Response (IIR) filters and Neural Networks (NN) is proposed for modeling and optimizing Electromagnetic (EM) structures. This method is based on the characterization of the time response as a transfer function using a digital filter. The use of the neural network allows then the modeling of the geometric variation of the studied structure. The validity of our proposed technique is demonstrated on a step in width and a microstrip filter.
Keywords :
Design optimization; Finite difference methods; IIR filters; Intelligent networks; Microwave circuits; Neural networks; Optimization methods; Time factors; Transfer functions;
Conference_Titel :
Microwave Symposium Digest, 1999 IEEE MTT-S International
Conference_Location :
Anaheim, CA, USA
Print_ISBN :
0-7803-5135-5
DOI :
10.1109/MWSYM.1999.779473
