Title :
Application of neural network to design of TWT
Author :
Wei, Liu ; Shi, Li ; Bin, Shen ; He-Jun, Yin
Author_Institution :
Inst. of Electron., Chinese Acad. of Sci., Beijing, China
Abstract :
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.
Keywords :
backpropagation; electronic engineering computing; mathematics computing; neural nets; travelling wave tubes; MATLAB; TWT; back-propagation network; neural network; quadratic interpolation; Computational modeling; Computer networks; Computer simulation; Dispersion; Frequency; Interpolation; MATLAB; Microwave technology; Neural networks; Testing;
Conference_Titel :
Vacuum Electron Sources Conference, 2004. Proceedings. IVESC 2004. The 5th International
Print_ISBN :
0-7803-8437-7
DOI :
10.1109/IVESC.2004.1414271
