Application of two-dimensional AWE algorithm in training neural networks

ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology

Volumn , Issue , 2002, Pages 879-882

  Xiong, Y ^a   Fang, D G ^a   Zhang, Q J ^b  

^a NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b CARLETON UNIVERSITY   (Canada)

Author keywords

AWE; microstrip antennas; neural network

Indexed keywords

ALGORITHMS; METHOD OF MOMENTS; MICROSTRIP ANTENNAS; NEURAL NETWORKS;

ASYMPTOTIC WAVEFORM EVALUATION; CONVENTIONAL METHODS; METHOD OF MOMENTS (MOM); NEURAL NETWORK MODEL; NEURAL NETWORK TECHNIQUES; NUMERICAL RESULTS; TRAINING PARAMETERS; TRAINING PROCESS;

MILLIMETER WAVES;

EID: 34147138266     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMMT.2002.1187842     Document Type: Conference Paper

References (6)

1. V.Devabhaktuni, M.C.E.Yagoub, Y.Fang, J.Xu and Q.J.Zhang, "Neural networks for microwave modeling: model development issues and nonlinear modeling technique," International Journal of RF and Microwave CAE, (invited, to be published).
2. J.W.Bandler, M.A.Ismail, J.E.Rayas-Sanchez and Q.J.Zhang, "Neuromodeling of microwave circuits exploiting space mapping technology," IEEE Trans. Microwave Theory Tech., vol.47, pp.2417-2427, December 1999.
3. M.Li, Q.J.Zhang and M.S.Nakhla, "Finite difference solution of EM fields by asymptotic waveform techniques," IEE Proceedings on Microwaves, Antennas and Propagation, vol.143, pp.512-520, 1996
4. Y.Xiong D.G.Fang and F.Ling, "Two-Dimensional AWE Technique in Fast Calculation," Accepted by ICMMT'2002
5. Q.J.Zhang and K.C.Cupta, Neural Networks for RF and Microwave Design, Artech House, 2000.
6. Q.J.Zhang, software "NeuralModeler", Version 1.2.2 for windows NT 4.0