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On the Stability of Fourier Phase Retrieval

Published 14 Apr 2020 in math.FA and math.CA | (2004.06671v3)

Abstract: Phase retrieval is concerned with recovering a function $f$ from the absolute value of its Fourier transform $|\widehat{f}|$. We study the stability properties of this problem in Lebesgue spaces. Our main results shows that $$ | f-g|{L2(\mathbb{R}n)} \leq 2\cdot | |\widehat{f}| - |\widehat{g}| |{L2(\mathbb{R}n)} + h_f\left( |f-g|{}_{Lp(\mathbb{R}n)}\right) + J(\widehat{f}, \widehat{g}),$$ where $1 \leq p < 2$, $h_f$ is an explicit nonlinear function depending on the smoothness of $f$ and $J$ is an explicit term capturing the invariance under translations. A noteworthy aspect is that the stability is phrased in terms of $Lp$ for $1 \leq p < 2$ while, usually, $Lp$ cannot be used to control $L2$, the stability estimate has the flavor of an inverse H\"older inequality. It seems conceivable that the estimate is optimal up to constants.

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