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Phase Retrieval of Real-valued Functions in Sobolev Space
Ist Teil von
Acta mathematica Sinica. English series, 2018-12, Vol.34 (12), p.1778-1794
Ort / Verlag
Beijing: Institute of Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society
Erscheinungsjahr
2018
Quelle
Alma/SFX Local Collection
Beschreibungen/Notizen
The Sobolev space
H
s
(ℝ
d
) with
s
>
d
/2 contains many important functions such as the bandlimited or rational ones. In this paper we propose a sequence of measurement functions {
{
ϕ
~
j
,
k
γ
}
⊆
H
−
s
(
R
d
)
to the phase retrieval problem for the real-valued functions in
H
s
(ℝ
d
). We prove that any real-valued function
f
∈
H
s
(ℝ
d
) can be determined, up to a global sign, by the phaseless measurements
{
|
⟨
f
,
ϕ
~
j
,
k
γ
⟩
|
}
. It is known that phase retrieval is unstable in infinite dimensional spaces with respect to perturbations of the measurement functions. We examine a special type of perturbations that ensures the stability for the phase-retrieval problem for all the real-valued functions in
H
s
(ℝ
d
) ∩
C
1
(ℝ
d
), and prove that our iterated reconstruction procedure guarantees uniform convergence for any function
f
∈
H
s
(ℝ
d
)∩
C
1
(ℝ
d
) whose Fourier transform
f
^
is
L
1
-integrable. Moreover, numerical simulations are conducted to test the efficiency of the reconstruction algorithm.