Using Global Optimization Approaches to Reconstruct Radiation Patterns

J. Puskely, Z. Nováček, M. Pokorny
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引用次数: 3

Abstract

The paper deals with the reconstruction method of the radiation pattern of directional antennas. The method is based on the amplitude near-field measurement (or simulation) on two plane surfaces, and consists of two steps. First, a global optimization is used to find an initial estimation. Second, a common Fourier iterative algorithm is created to iteratively improve the initial estimation. The genetic algorithm and the particle swarm optimization were chosen to determine the initial estimation. Their comparison was carried out on the radiation pattern reconstruction of the GSM-900 antenna.
利用全局优化方法重建辐射模式
研究了定向天线辐射方向图的重建方法。该方法基于两个平面上的振幅近场测量(或模拟),分为两个步骤。首先,采用全局优化方法求初始估计。其次,提出了一种通用的傅立叶迭代算法,对初始估计进行迭代改进。采用遗传算法和粒子群算法确定初始估计。并对GSM-900天线的辐射方向图重建进行了比较。
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