Phase Retrieval: Uniqueness and Stability

Philipp Grohs, Sarah Koppensteiner, Martin Rathmair

Publications: Contribution to journalArticlePeer Reviewed

Abstract

The problem of phase retrieval, i.e., the problem of recovering a function from the magnitudes of its Fourier transform, naturally arises in various fields of physics, such as astronomy, radar, speech recognition, quantum mechanics, and, perhaps most prominently, diffraction imaging. The mathematical study of phase retrieval problems possesses a long history with a number of beautiful and deep results drawing from different mathematical fields, such as harmonic analysis, complex analysis, and Riemannian geometry. The present paper aims to present a summary of some of these results with an emphasis on recent activities. In particular we aim to summarize our current understanding of uniqueness and stability properties of phase retrieval problems.

Original languageEnglish
Pages (from-to)301-350
Number of pages50
JournalSIAM Review
Volume62
Issue number2
DOIs
Publication statusPublished - 2020

Austrian Fields of Science 2012

  • 101032 Functional analysis
  • 101002 Analysis
  • 101008 Complex analysis

Keywords

  • ALGORITHMS
  • AMBIGUITY
  • CRYSTALLOGRAPHY
  • DIFFRACTION
  • Fourier transform
  • GABOR
  • GUARANTEES
  • INJECTIVITY
  • RECONSTRUCTION
  • RECOVERY
  • ZAK TRANSFORM
  • frame theory
  • phase retrieval
  • Frame theory
  • Phase retrieval

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