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Stability Estimates for Phase Retrieval from Discrete Gabor Measurements
Journal of Fourier Analysis and Applications ( IF 1.2 ) Pub Date : 2021-02-19 , DOI: 10.1007/s00041-020-09802-1
Rima Alaifari , Matthias Wellershoff

Phase retrieval refers to the problem of recovering some signal (which is often modelled as an element of a Hilbert space) from phaseless measurements. It has been shown that in the deterministic setting phase retrieval from frame coefficients is always unstable in infinite-dimensional Hilbert spaces (Cahill et al. in Trans Am Math Soc Ser B 3(3):63–76, 2016) and possibly severely ill-conditioned in finite-dimensional Hilbert spaces (Cahill et al. in Trans Am Math Soc Ser B 3(3):63–76, 2016). Recently, it has also been shown that phase retrieval from measurements induced by the Gabor transform with Gaussian window function is stable under a more relaxed semi-global phase recovery regime based on atoll functions (Alaifari in Found Comput Math 19(4):869–900, 2019). In finite dimensions, we present first evidence that this semi-global reconstruction regime allows one to do phase retrieval from measurements of bandlimited signals induced by the discrete Gabor transform in such a way that the corresponding stability constant only scales like a low order polynomial in the space dimension. To this end, we utilise reconstruction formulae which have become common tools in recent years (Bojarovska and Flinth in J Fourier Anal Appl 22(3):542–567, 2016; Eldar et al. in IEEE Signal Process Lett 22(5):638–642, 2014; Li et al. in IEEE Signal Process Lett 24(4):372–376, 2017; Nawab et al. in IEEE Trans Acoust Speech Signal Process 31(4):986–998, 1983).



中文翻译:

从离散Gabor测量中获取相位的稳定性估计

相位检索是指从无相测量中恢复某些信号(通常将其建模为希尔伯特空间的一个元素)的问题。结果表明,在确定性设置中,在无限维希尔伯特空间中,从帧系数中进行相位检索总是不稳定的(Cahill等人在Trans Am Math Soc Ser B 3(3):63-76,2016中),可能病情严重有限维希尔伯特空间中的条件(Cahill等人,Trans Am Math Soc Ser B 3(3):63–76,2016)。最近,研究还表明,在基于环礁函数的更为宽松的半全局相位恢复机制下,从具有高斯窗函数的Gabor变换所引起的测量中获取相位是稳定的(Alaifari在Found Comput Math 19(4):869–900,2019中)。在有限维度中,我们提供了第一个证据,即这种半全局重建机制允许人们从由离散Gabor变换引起的带限信号的测量中进行相位检索,使得相应的稳定性常数仅像低阶多项式那样缩放。空间尺寸。为此,我们利用了近年来成为常用工具的重构公式(Bojarovska和Flinth在J Fourier Anal Appl 22(3):542-567,2016; Eldar等人在IEEE Signal Process Lett 22(5)中: 638–642,2014; Li等人在IEEE Signal Process Lett 24(4):372–376,2017; Nawab等人在IEEE Trans Acoust语音信号处理31(4):986–998,1983)。

更新日期:2021-02-21
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