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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>CEUR Workshop Proceedings</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.18287/1613-0073-2016-1638-55-65</article-id>
      <title-group>
        <article-title>SIMULATION OF OPTICAL SIGNALS PROPAGATION IN A RANDOM MEDIA</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>M.S. Kirilenko</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>S.N. Khonina</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Samara National Research University</institution>
          ,
          <addr-line>Samara</addr-line>
          ,
          <country country="RU">Russia</country>
          ,
          <institution>Image Processing Systems Institute - Branch of the Federal Scientific Research Centre “Crystallography and Photonics” of Russian Academy of Sciences</institution>
          ,
          <addr-line>Samara</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2016</year>
      </pub-date>
      <volume>1638</volume>
      <fpage>55</fpage>
      <lpage>65</lpage>
      <abstract>
        <p>The operator of the optical beam propagation through turbulent environment using the Fresnel approximation is being considered. The correlation function of random field describing inhomogeneous medium is given in the form of Gaussian function. The process of random field modeling using the Fourier transform is demonstrated. A selective correlation function is calculated, the deviation from the preset one is defined. The intensity distributions after propagation of optical beams in free space and in a random medium are given. As the input beam such optical distributions as Hermite - Gauss modes, rectangular pulse, and vortex beams were considered.</p>
      </abstract>
      <kwd-group>
        <kwd>turbulent mediа</kwd>
        <kwd>random field</kwd>
        <kwd>Fourier transform</kwd>
        <kwd>Fresnel transform</kwd>
        <kwd>Gaussian modes</kwd>
        <kwd>vortex beams</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        Distribution of the optical signal in a free space can be subject to distortions
associated with the turbulence of the medium [1, 2]. Due to the properties of turbulence
random changes in atmospheric refractive index can cause distortion of the laser
radiation intensity. Classical methods for describing wave propagation through the
turbulent atmosphere are based on the Rytov method applications [
        <xref ref-type="bibr" rid="ref1">3</xref>
        ] and the method of
parabolic equations [
        <xref ref-type="bibr" rid="ref2">4</xref>
        ], connection between them has been demonstrated previously
[
        <xref ref-type="bibr" rid="ref3">5</xref>
        ].
      </p>
      <p>
        With the help of these methods propagation of optical signals from partially coherent
source has been investigated [
        <xref ref-type="bibr" rid="ref4 ref5">6, 7</xref>
        ], and also features of propagation of different laser
beams in a turbulent medium have been studied, including Gaussian beams of higher
orders [
        <xref ref-type="bibr" rid="ref6">8</xref>
        ], hollow beams [
        <xref ref-type="bibr" rid="ref7">9</xref>
        ], diffraction-free beams, such as Gauss-Bessel and Eerie
beams [
        <xref ref-type="bibr" rid="ref8 ref9">10, 11</xref>
        ], as well as cosine beams [
        <xref ref-type="bibr" rid="ref10">12</xref>
        ]. Wherein it was found that the
higherorder Gaussian beams, including vortex bundles [
        <xref ref-type="bibr" rid="ref11">13</xref>
        ], as well as various spatially
structured bundles become broader under the influence of turbulence in a lesser
degree than the fundamental Gaussian beam. In addition, the spread of beams with an
inhomogeneous polarization in a turbulent medium was studied [
        <xref ref-type="bibr" rid="ref12 ref13">14, 15</xref>
        ].
The most convenient and effective means of forming random beams with specified
properties are the methods of diffraction optics [
        <xref ref-type="bibr" rid="ref14 ref15 ref16 ref17 ref18">16-20</xref>
        ].
      </p>
      <p>In this paper modeling of random optical beams through random medium with a given
correlation function in the form of the Gaussian function is being considered. The
comparative calculations of the propagation of Gaussian modes (Hermite-Gaussian
and Laguerre-Gaussian) through the random medium are being performed.
2</p>
    </sec>
    <sec id="sec-2">
      <title>Passing through the random medium</title>
      <p>
        The distribution of a laser beam in a random medium can be described on the basis of
the integral expressing the extended Huygens-Fresnel principle [
        <xref ref-type="bibr" rid="ref19 ref6">8, 21</xref>
        ]:
E u, v, z, t   
      </p>
      <p>exp(ikz) 
ik
2 z
 
  E0 ( x, y) exp  2ikz  x  u 2   y  v 2   (x, y,u, v, z)  it  d x d y,
where E0 ( x, y) is a field in the input plane (at z = 0), E u, v, z, t  is a field at a
distance z from the input plane, ( x, y, u, v, z) is a random part in the
propagation operator, related to atmospheric turbulence,  is the frequency of laser
oscillation, t is time.</p>
      <p>
        Equation (1) corresponds to the Rytov method [
        <xref ref-type="bibr" rid="ref19">21</xref>
        ], and the function ( x, y, u, v, z)
describes accidental deviations of the phase function of a spherical wave, propagating
from the initial to the output plane.
      </p>
      <p>
        Note that in this way the complex phase can be implemented also in other integral
transforms, for example, into fractional Fourier transform [
        <xref ref-type="bibr" rid="ref20 ref21">22, 23</xref>
        ]which describes
propagation of optical signal in parabolic fiber [
        <xref ref-type="bibr" rid="ref22 ref23">24, 25</xref>
        ].
      </p>
      <p>Consider the one-dimensional case for simplicity. Let the correlation function of the
random field has the shape of a Gaussian function:
(1)
(2)
Rexp   x1,u1, 0 , exp   x2 , u2 , z  
 Aexp  2  x1  x2 2   Rexp  x1  x2 , z ,
 1
 x 
where A  0 and x  0 . Note that this correlation function depends on the module
of difference between the coordinates x1 and x2 , but not on each one of them
individually. Moreover, it does not depend on the coordinates in the output plane u1 and
u2 , but it depends only on the distance z to it.</p>
      <p>exp   x, u, z   1 .
3</p>
    </sec>
    <sec id="sec-3">
      <title>Generation of random field</title>
      <p>Let us drop all the variables, except x , and assume that the required random field
U (x) can be obtained through the passage of a complex-valued white noise (x)
with a unit dispersion and a correlation function equal to the Dirac delta function
(x) , through a linear filter:
U (x)  h(x)  (x) ,
where the asterisk * denotes convolution operation, h(x) is a determined function
(pulse characteristic). Then the generation problem reduces to finding h(x) function.
By
definition,
the
correlation
function</p>
      <p>U (x)
is
equal
Without loss of generality let us consider a random field with zero mathematical
expectation, ie, a field of the type:
U  x, u, z   exp   x, u, z   exp   x, u, z  ,
since after its modeling it is easy to get the desired selection:
exp   x, u, z   U  x, u, z   exp   x, u, z  .</p>
      <p>Wherein the correlation function remains unchanged:
Rexp  x1  x2 , z  RU  x1  x2 , z  RU (x, z) .</p>
      <p>RU (x)  U (x  x ')U * (x ') </p>
      <p> 
  h()(x  x ' )d  h* ()* (x ' )d </p>
      <p> 
  h()h* () (x  x ' )* (x ' ) dd </p>
      <p>2
  h()h* ()R (x    )dd </p>
      <p>2
  h()h* ()(x    )dd 
2

  h(x  )h* ()d.</p>
      <p>
(3)
(4)
(5)
(6)
(7)
to:
(8)
the function h(x) :
RU (x)  h(x)  h(x) ,
RU (x)  h(x) 2 ,
from where
h(x) </p>
      <p>RU (x) .
Thus, we find that the correlation function RU (x) can be defined as autocorrelation of
where the  symbol denotes the operation of mutual correlation. Using the Fourier
transformation  , we get:
The last formula makes it possible to find the h(x) function, using the inverse Fourier
transform. However, for calculation according to formula (7) the easiest way is to
reuse the Fourier transform to avoid fold operation:
U (x)  1 h(x ') (x ') 
 1  RU (x ')(x ') .</p>
      <p> 
Modeling of U (x) random field can be realized by the formula (12) using a fast
Fourier transform algorithm. Note that the Fourier transform from white noise will also be
white noise.
4</p>
    </sec>
    <sec id="sec-4">
      <title>Modeling of the one-dimensional signals propagation</title>
      <p>In the modeling process the following parameters were used: the wavelength
  2 / k  633nm , the input region width a; a  60mm; 60mm , A  1 ,
x  1.5m . Fresnel transformation formulas (1) and random field generations (12)
were implemented using fast Fourier transform.</p>
      <p>Input optical distribution passes consecutively 6 times through the Fresnel
transformation (1) with z 10m ; thus, the field extends over 60 meters.</p>
      <p>Note that the passage of 60 meters using only one transformation does not change the
overall picture, as the random field has a correlation function that depends on the
propagation distance.</p>
      <p>Figures 1a, 1b are examples of generating a random field in the region
250mm; 250mm .</p>
      <p>The view of the correlation function and of the selective correlation function is shown
in Figure 2.
f1(x)  exp  x2 / 22f  ,
f2 (x)  exp x2 / 22f  H4  x /  f  ,</p>
      <p>1, x  ,
f3 (x)  rect  x / 2   
0, x  ,
(13)
As the input beam Gaussian function f1 (x) ((Hermite-Gaussian mode of zero order),
Hermite-Gaussian mode of the fourth order f2 (x) , and rectangular function f3 (x) :
where  f  1mm ,   30mm , H4  x /  f  is the fourth Hermite polynomial.
The results are shown in Figures 3, 4, and 5, respectively, in comparison with the
propagation of the field in free space without irregularities.
5</p>
    </sec>
    <sec id="sec-5">
      <title>Modeling of the singular Gaussian beams propagation</title>
      <p>
        In analogy to the one-dimensional case we can consider the distribution of optical
beams in two-dimensions variant. The difference will consist only in the fact that the
corresponding one-dimensional transformations are replaced by the two-dimensional
ones.
Fig. 3. Propagation of a Gaussian beam in free space (gray graph) and in a turbulent medium
(black graph): the amplitude and phase
Fig. 4. Propagation of Hermite-Gauss mode in free space (gray graph) and in a turbulent
medium (black graph): the amplitude and phase
Fig. 5. Rectangular signal propagation in free space (gray graph) and in a turbulent medium
(black graph): the amplitude and phase
Hermite-Gauss mode is selected as an example of the optical beam propagation
through random field [
        <xref ref-type="bibr" rid="ref24 ref25 ref26">26-28</xref>
        ]. The result is shown in Figure 8.
In addition to the extended Huygens-Fresnel principle (1), there is a different
approach for modeling random medium, based on the scheme with screens with a
random phase [
        <xref ref-type="bibr" rid="ref27 ref28">29, 30</xref>
        ].
Table 1 shows the results of comparative modeling of propagation of the fundamental
Gaussian beam and of vortex Laguerre-Gaussian laser beams [
        <xref ref-type="bibr" rid="ref24 ref29 ref30">26, 31, 32</xref>
        ] in a random
medium. A lot of thin phase screens with a random distribution, separated by a free
space, were used for modeling. Thus, the beam periodically acquires random phase
changes in the thin screen, passes part of the way in free space. During the modeling
the screens with uniform random phase noise in the range of [0, ] were located every
1.5 km of the passage way of 15 km.
      </p>
      <p>As follows from the given results of the modeling, at a distance of 15 km the sizes of
the Gaussian and of the vortex beams become virtually identical, although originally
the Gaussian beam was more compact. Note that the vortex phase structure of the
Laguerre-Gaussian beam remains sufficiently expressed despite the significant noise
and the distance covered.</p>
      <p>
        The stability of the vortex beam to turbulent impact was noted in the work [
        <xref ref-type="bibr" rid="ref11">13</xref>
        ],
where it was stated that the vortex beam can "split, deviate, wander" outside the area
of the detector, but will never disappear. In this work it was shown that a vortex beam
of the fifth order is stored in the turbulent medium for over 2 kilometers, and is then
splits into first order vortices that are lasting longer than 10 kilometers.
6
      </p>
    </sec>
    <sec id="sec-6">
      <title>Conclusion</title>
      <p>The operator, based on extended Huygens-Fresnel principle, of optical beam
propagation through turbulence media was considered. The generation of a random field
describing the inhomogeneous media with a given correlation function is implemented
by linear filtering of white noise in the spectral domain. Deviation between the
calculated correlation function and the given correlation function showed good
performance of this algorithm. The computations of intensity distributions of Gaussian
beams of high order were performed in the free space and random media.
Less broadening of the vortex beam in comparison with fundamental beam was
shown based on comparative modeling of fundamental Gaussian beam and vortex
laser beam propagation in random media.</p>
    </sec>
    <sec id="sec-7">
      <title>Acknowledgement</title>
      <p>This work was financially supported by the Russian Science Foundation (grant
14-3100014).
Intensity
and phase
distributions
at a distance</p>
      <p>z
z = 0
z = 3 km
z = 6 km
z = 9 km
z = 12 km
z = 15 km</p>
      <sec id="sec-7-1">
        <title>Gaussian beam</title>
      </sec>
      <sec id="sec-7-2">
        <title>Vortex Laguerre-Gaussian beam</title>
        <p>1. Grabner M, Kvicera V. Measurement of the structure constant of refractivity at optical
wavelengths using a Scintillometer. Radioengineering, 2012; 21(1): 455-458.
2. Majumdar AK, Ricklin JC. Free-space laser communications: principles and advances,</p>
        <p>Vol. 2. New York: Springer Science &amp; Business Media, 2008: 418 p.</p>
      </sec>
    </sec>
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