基于粒子群优化的时调制线性天线阵列合成

G. Ram, D. Mandal, R. Kar, S. P. Ghosal
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引用次数: 9

摘要

本文将时间调制技术引入到线性天线阵列中。采用实编码遗传算法(RGA)和粒子群算法(PSO)等进化优化算法,通过控制阵列各单元的切换时间序列,得到最优的辐射方向图。时间调制周期被划分为多个最小的时间步,每个时间步的开关状态通过进化算法进行优化。通过优化各单元的开关时间序列,可显著降低时调制线性天线阵列的旁瓣电平。该方法通过16元时调制线性天线阵列进行了说明。各种结果显示了考虑最大旁瓣电平降低的这种方法的优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Synthesis of time modulated linear antenna arrays using particle swarm optimization
In this paper time modulation technique is implied to linear antenna array. The evolutionary optimization algorithm like real coded genetic algorithm (RGA) and particle swarm optimization (PSO) is used to get the optimal radiation pattern by controlling the switching time sequence of each element of the array. The time modulation period is divided into numerous minimal time steps, where the ON-OFF status for each time step is optimized by evolutionary algorithms. The side lobe level of time modulated linear antenna arrays can be reduced significantly by optimal switching time sequence of each element. The approach is illustrated through 16 element time modulated linear antenna arrays. Various results are presented to show the advantages of this approach considering maximal side lobe level reduction.
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