Neural Network Inverse Modeling and Applications to Microwave Filter Design
作者： H. Kabir , Ying Wang , Ming Yu , Qi-Jun Zhang
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摘要: … inverse model may become more challenging than training a forward model. This paper considers the application of neural network inverse … output from the correct inverse sub-model to …
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Inder Bahl, Lumped Elements for RF and Microwave Circuits ,(2003)
B. Davis, C. White, M.A. Reece, M.E. Bayne, W.L. Thompson, N.L. Richardson, L. Walker, Dynamically configurable pHEMT model using neural networks for CAD international microwave symposium. ,vol. 1, pp. 177- 180 ,(2003) , 10.1109/MWSYM.2003.1210910
Q. J. Zhang, K. C. Gupta, Neural Networks for RF and Microwave Design ,(2000)
C. Kudsia, R. Cameron, W.-C. Tang, Innovations in microwave filters and multiplexing networks for communications satellite systems IEEE Transactions on Microwave Theory and Techniques. ,vol. 40, pp. 1133- 1149 ,(1992) , 10.1109/22.141345
Ying Wang, Ming Yu, Humayun Kabir, Qi-Jun Zhang, Effective Design of Cross-Coupled Filter Using Neural Networks and Coupling Matrix international microwave symposium. pp. 1431- 1434 ,(2006) , 10.1109/MWSYM.2006.249539
John W. Bandler, Mostafa A. Ismail, José E. Rayas-Sánchez, Qi-Jun Zhang, Neural inverse space mapping (NISM) optimization for EM-based microwave design International Journal of RF and Microwave Computer-Aided Engineering. ,vol. 13, pp. 136- 147 ,(2003) , 10.1002/MMCE.10067
J.M. Cid, J. Zapata, CAD of rectangular-waveguide H-plane circuits by segmentation, finite elements and artificial neural networks Electronics Letters. ,vol. 37, pp. 98- 99 ,(2001) , 10.1049/EL:20010083
Giulio Fedi, Alessio Gaggelli, Stefano Manetti, Giuseppe Pelosi, Direct-coupled cavity filters design using a hybrid feedforward neural network–finite elements procedure International Journal of Rf and Microwave Computer-aided Engineering. ,vol. 9, pp. 287- 296 ,(1999) , 10.1002/(SICI)1099-047X(199905)9:3<287::AID-MMCE12>3.0.CO;2-#
Stefano Selleri, Stefano Manetti, Giuseppe Pelosi, Neural network applications in microwave device design International Journal of Rf and Microwave Computer-aided Engineering. ,vol. 12, pp. 90- 97 ,(2002) , 10.1002/MMCE.7001
Qi-Jun Zhang, K.C. Gupta, V.K. Devabhaktuni, Artificial neural networks for RF and microwave design - from theory to practice IEEE Transactions on Microwave Theory and Techniques. ,vol. 51, pp. 1339- 1350 ,(2003) , 10.1109/TMTT.2003.809179