A pitch distribution in slow-wave structure of STWT using Cauchy mutated cat swarm optimization with gravitational search operator |
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Authors: | Dongming Zhao Kewen Xia Huijuan Liu Xiaoxu Shi |
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Affiliation: | 1. School of Electronic and Information Engineering, Hebei University of Technology, Tianjin, China;2. Department of Film and Television Technology, Tianjin Broadcasting TV and Film Institute, Tianjin, China |
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Abstract: | Space traveling-wave tube (STWT) is a special power amplifier used in the space technology field to perform high-power conversion of signals; the pitch distribution is core parameter in slow-wave structure to ensure energy exchange between the electron beam and electromagnetic wave. A novel Cauchy mutated cat swarm optimization with gravitational search operator (GS-CMCSO) is proposed and applied to slow-wave structure design of STWT, electron beam efficiency is used as the objective function, and 1-D CHRISTINE code is introduced to obtain the output value of STWT, the pitch distribution to obtain best beam efficiency can be calculated. Experiments are carried out based on GS-CMCSO; quantum particle swarm optimization (QPSO) and Cauchy mutated cat swarm optimization (CMCSO) algorithms are introduced for optimization performance comparison. The experimental results demonstrate that the best beam efficiency (42.6%) generated by GS-CMCSO is larger than those of CMCSO (40.5%) and QPSO (34.9%); when the STWT is saturated, the output power and gain optimized by GS-CMCSO are excellent. Thus, the proposed method is very suitable for pitch distribution optimization in the slow-wave structure of STWT and performs better than those on QPSO and CMCSO. |
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Keywords: | Space traveling-wave tube(STWT) pitch distribution Cauchy mutated cat swarm optimization(CMCSO) gravitational search algorithm(GSA) |
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