Application of neural network to design of TWT

In this paper, the method of back-propagation network in the computer code MATLAB is used to simulate data, which be applied to the design of traveling-wave tube. Compared with the quadratic interpolation, the simulation result according by the BP network was closer to the effect on dispersion in th...

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Bibliographic Details
Main Authors: Liu Wei, Li Shi, Shen Bin, Yin He-jun
Format: Conference Proceeding
Language:English
Subjects:
Computational modeling
Computer networks
Computer simulation
Dispersion
Frequency
Interpolation
MATLAB
Microwave technology
Neural networks
Testing
Online Access:Request full text
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Summary:In this paper, the method of back-propagation network in the computer code MATLAB is used to simulate data, which be applied to the design of traveling-wave tube. Compared with the quadratic interpolation, the simulation result according by the BP network was closer to the effect on dispersion in the test.
DOI:10.1109/IVESC.2004.1414271