Modeling and optimization of microwave circuits and devices using wavelet neural networks

2004 International Conference on Communications, Circuits and Systems

Volumn 2, Issue , 2004, Pages 1471-1475

  Li, Mingyu ^a   Li, Xiaodong ^a   Liao, Xiaofeng ^a   Yu, Juebang ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Bandpass filter; GaAs MESFET; Optimization; Wavelet neural networks(WNN)

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BANDPASS FILTERS; COMPUTER AIDED DESIGN; FEEDFORWARD NEURAL NETWORKS; FUNCTIONS; MESFET DEVICES; OPTIMIZATION; PERSONNEL TRAINING; PROBLEM SOLVING; SYSTEMS ANALYSIS; WAVELET TRANSFORMS;

ACTIVATION FUNCTION; GAAS; SELF-ADAPTIVE PROCEDURES; WAVELET NEURAL NETWORKS (WNN);

MICROWAVE CIRCUITS;

EID: 11244273056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. Zaabab, A.H. etc,"A neural network modeling approach to circuit optimization and statistical design".IEEE Trans. MTT, NO. 6, p1349-1358, 1995.
2. V.K.D. etc, " Neural networks for microwave modeling: Model issues and nonlinear modeling techniques," Int. J. RF Microwave CAE, pp.4-21,2001.
3. Willie.L. " Implementation of a Neural Network HEMT Model into ADS". Microwave Journal. 11.2001.
4. Y.Harkouss.etc. "Accurate radial wavelet neural-network model for efficient CAD modeling of microstrip discontinuities". IEE Antennas Propag. No.4, 2000.