Improved Recovery Guarantees for Phase Retrieval from Coded Diffraction Patterns.

Applied and Computational Harmonic Analysis(2017)

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摘要
In this work we analyze the problem of phase retrieval from Fourier measurements with random diffraction patterns. To this end, we consider the recently introduced PhaseLift algorithm, which expresses the problem in the language of convex optimization. We provide recovery guarantees which require O(log2⁡d) different diffraction patterns, thus improving on recent results by Candès et al. [1], which demand O(log4⁡d) different patterns.
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关键词
Compressed sensing,Low rank matrix recovery,Phase retrieval,PhaseLift,Masked Fourier measurements,Coded diffraction patterns,Golfing scheme
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