Fernandes Mário Foganholi, Neves Leonardo
Departamento de Física, Universidade Federal de Minas Gerais, Belo Horizonte, MG, 31270-901, Brazil.
Sci Rep. 2019 Nov 5;9(1):16066. doi: 10.1038/s41598-019-52415-y.
Ptychography is an imaging technique in which a localized illumination scans overlapping regions of an object and generates a set of diffraction intensities used to computationally reconstruct its complex-valued transmission function. We propose a quantum analogue of this technique designed to reconstruct d-dimensional pure states. A set of n rank-r projectors "scans" overlapping parts of an input state and the moduli of the d Fourier amplitudes of each part are measured. These nd outcomes are fed into an iterative phase retrieval algorithm that estimates the state. Using d up to 100 and r around d / 2, we performed numerical simulations for single systems in an economic (n = 4) and a costly (n = d) scenario, as well as for multiqubit systems (n = 6logd). This numeric study included realistic amounts of depolarization and poissonian noise, and all scenarios yielded, in general, reconstructions with infidelities below 10. The method is shown, therefore, to be resilient to noise and, for any d, requires a simple and fast postprocessing algorithm. We show that the algorithm is equivalent to an alternating gradient search, which ensures that it does not suffer from local-minima stagnation. Unlike traditional approaches to state reconstruction, the ptychographic scheme uses a single measurement basis; the diversity and redundancy in the measured data-key for its success-are provided by the overlapping projections. We illustrate the simplicity of this scheme with the paradigmatic multiport interferometer.
叠层成像术是一种成像技术,其中局部照明扫描物体的重叠区域,并生成一组衍射强度,用于通过计算重建其复值传输函数。我们提出了该技术的一种量子模拟方法,旨在重建d维纯态。一组n个秩为r的投影算子“扫描”输入态的重叠部分,并测量每一部分的d个傅里叶振幅的模。将这nd个结果输入到一个迭代相位恢复算法中以估计该态。使用d高达100且r约为d / 2的参数,我们针对单系统在经济情形(n = 4)和高成本情形(n = d)下以及多量子比特系统(n = 6logd)进行了数值模拟。这项数值研究包括了实际数量的退极化和泊松噪声,并且一般来说,所有情形下重建的保真度都低于10。因此,该方法被证明对噪声具有鲁棒性,并且对于任何d,都需要一个简单快速的后处理算法。我们表明该算法等同于交替梯度搜索,这确保了它不会陷入局部极小值停滞。与传统的态重建方法不同,叠层成像方案使用单一测量基;测量数据中的多样性和冗余性——其成功的关键——由重叠投影提供。我们用典型的多端口干涉仪说明了该方案的简单性。