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Iterative fourier transform algorithm: comparison of various approaches

机译:迭代傅立叶变换算法:各种方法的比较

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In this paper, a convergence of various approaches within the iterative Fourier transform algorithm (IFTA) is analysed for the case of phase-only diffractive optical elements with quantized phase levels (either binary or multilevel structures). Firstly, the general scheme of the IFTA iterative approach with partial quantization is briefly presented and discussed. Then, the special assortment of the general IFTA scheme is given with respect to quantization constraint strategies. based on such a special classification, the three practically interesting approaches are chosen, further analysed and compared with each other. The performance of these algorithms is compared in detail in terms of the development of the signal-to-noise ratio characteristic with respect to the number of iterations, for various input diffusive-type objects chosen. Also, the performance of the complex spectra developments is documented for typical computer reconstruction results. The advantages and drawbacks of all approaches are discussed, and a brief guide on the choice of a particular approach for typical design tasks is given. Finally, two ways of amplitude elimination within the design procedure are considered, namely direct elimination and partial elimination of the amplitude of the complex hologram function.
机译:在本文中,对于具有量化相位级别(二进制或多级别结构)的仅相位衍射光学元件,分析了迭代傅里叶变换算法(IFTA)中各种方法的收敛性。首先,简要介绍和讨论了IFTA迭代方法的部分量化的一般方案。然后,针对量化约束策略,给出了通用IFTA方案的特殊分类。基于这种特殊的分类,选择了三种实用的方法,对其进行了进一步的分析和比较。对于所选的各种输入扩散型对象,根据信噪比特性相对于迭代次数的发展,对这些算法的性能进行了详细比较。此外,对于典型的计算机重建结果,还记录了复杂光谱开发的性能。讨论了所有方法的优缺点,并给出了针对典型设计任务选择特定方法的简要指南。最后,在设计过程中考虑了两种消除幅度的方法,即直接消除和部分消除复全息图函数的幅度。

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