Examples of Hölder-Stable Phase Retrieval

The HADES seminar on Tuesday, May 10 will be at 3:30 pm in Room 1015 (Notice the room change).

Speaker: Benjamin Pineau

Abstract: Let (X,A,μ) be a measure space. Let V be a closed subspace of the (real or complex) Hilbert space L2=L2(μ). We say that V does Holder-stable phase retrieval if there exists a constant C< and γ(0,1] such that min|z|=1fzgL2C|f||g|L2γ(fL2+gL2)1γf,gV,()

Recently, Calderbank, Daubechies, Freeman, and Freeman have studied real subspaces of real-valued L2 for which (*) holds with γ=1 and constructed the first examples of such infinite-dimensional subspaces. In this situation, if |f| is known then f is uniquely determined almost everywhere up to an unavoidably arbitrary global phase factor of ±1. Moreover, if |f| is known within a small tolerance in norm then up to such a global phase factor, f is determined within a correspondingly small tolerance. This issue arises for instance in crystallography, where one seeks to recover an unknown function FL2(R) from the absolute value of its Fourier transform F^.

In this talk, I will discuss a set of simple sufficient conditions for constructing infinite-dimensional (real and complex) subspaces VL2(μ) which satisfy (*) and show how to construct some natural examples in which (*) holds. These examples include certain variants of Rademacher series and lacunary Fourier series. This is a joint work with Michael Christ and Mitchell Taylor.

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