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A Hybrid Method Based on the Iterative Fourier Transform and the Differential Evolution for Pattern Synthesis of Sparse Linear Arrays

机译:基于迭代傅里叶变换和差分进化的稀疏线性阵列模式合成的混​​合方法

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A hybrid method that combines the iterative Fourier transform (IFT) and the algorithm of differential evolution (DE) is proposed to address the synthesis of low sidelobe sparse linear array (SLA) including many elements. Firstly, a thinned linear array (TLA) with the lattices spaced at half wavelength is obtained by the IFT. Then, for the elements of the TLA whose left or right spacing are greater than half wavelength, their placements are selected as the candidates which will be further optimized by the DE, as long as the interelement spacing is not less than half wavelength. Consequently, the convergence pressure of DE is greatly alleviated for the reason that the selected elements only accounts for a small part of the total. Therefore, the SLA with improved sidelobe performance can be obtained at relative low hardware cost. Several numerical instances confirmed the effectiveness of the proposed method.
机译:提出了一种将迭代傅里叶变换(IFT)与微分进化算法(DE)相结合的混合方法,以解决包含许多元素的低旁瓣稀疏线性阵列(SLA)的合成问题。首先,通过IFT获得具有间隔为一半波长的晶格的变薄线性阵列(TLA)。然后,对于TLA的左或右间距大于一半波长的元素,只要其元素间距不小于一半波长,则将其位置选择为候选对象,并将通过DE对其进行优化。因此,由于所选元素只占总数的一小部分,大大降低了DE的收敛压力。因此,可以以相对较低的硬件成本获得具有改进的旁瓣性能的SLA。几个数值实例证实了该方法的有效性。

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