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Volume 23 Issue 3
Mar.  2001
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Zhou Li, Mao Junjie, Yao Demiao. A Method Based on Neural Network to Estimate Scattering Parameter[J]. Journal of Electronics & Information Technology, 2001, 23(3): 304-307.
Citation: Zhou Li, Mao Junjie, Yao Demiao. A Method Based on Neural Network to Estimate Scattering Parameter[J]. Journal of Electronics & Information Technology, 2001, 23(3): 304-307.

A Method Based on Neural Network to Estimate Scattering Parameter

  • Received Date: 1999-04-14
  • Rev Recd Date: 1999-10-25
  • Publish Date: 2001-03-19
  • In this paper, a new neural network s training method combining back error prop-agation with simulated annealing used to microwave circuit design is discussed. This method can solve the local minimum question of the BP neural network. The new training technique does not require any structure change in neural network model. An example is calculated and. the results verified the proposed technique.
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  • M. Vai, S. Prasad, Automatic impedance matching with a neural network. IEEE Microwave Guided Wave Lett., 1993, 3(3), 353-354.[2]P.M. Watson, K. C. Gupta, Design and optimizasion of CPW circuits, IEEE Trans. on MTT,1997, 45(12), 2515-2523.[3]B.G. Hoskins, M. R. Haskard, Artificial neural network techniques for the estimation of thick-film resistance, Microelectronics Journal, 1995, 25(1), 9-16.[4]A.H. Zaabab, Zhang Q. J, M. Nakhla, A neural network modeling approach to circuits optimization and statistical design, IEEE Trans. on MTT, 1995, 43(6), 1349-1358.[5]A. Veluswami, M. S. Nakhla, Zhang Q. J, The application of neural networks to EM-base simulation and optimization of interconnects in high-speed VLSI circuits, IEEE Trans. on MTT, 1997,45(5), 712-722.[6]A.H. Zaabab, Zhang Q. J, M. S. Nakhla, Device and circuit-level modeling using neural networks with faster training base on network sparsity, IEEE Trans. on MTT, 1997, 45(10), 1696-1704.[7]P.M. Watson, K. G. Gupta, EMM-ANN models for microstrip via and interconnects in multilayer circuits, IEEE Trans. on MTT, 1997, 45(12), 2495-2503.[8]F.F. Wang, Zhang Q J, Knowledge-based neural models for microwave design, IEEE Trans. on MTT, 1997,45(12), 2333-2343.[9]K.L. Finch, N. Alexopoulos, Shunt post in microstrip transmission lines, IEEE Trans. on MTT,1990, 38(11), 1585-1594.
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