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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>measuring results of quantu m frequency standard parameters for information transfer in satellite co m m unication</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Anna Grevtseva</string-name>
          <email>annagrevtseva@mail.ru</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Saint-Petersburg</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Russia</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Saint-Petersburg</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Russia</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Moscow</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Russia</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Vasiliy Rud</string-name>
          <email>rudvas.spb@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>All-Russian Research Institute of</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Moscow</institution>
          ,
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2020</year>
      </pub-date>
      <fpage>26</fpage>
      <lpage>28</lpage>
      <abstract>
        <p>-The new method for frequency characteristics calculating of the quantum communication system will have a negative impact on the In real-time regime of the results tracking requires the increase of data processing velocity. The increasing of the large array processing velocity of the experimental data is one of the urgent tasks in this area. One of the possible solutions to this problem is presented in our work.</p>
      </abstract>
      <kwd-group>
        <kwd>quantum frequency standard</kwd>
        <kwd>velocity processing</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Phytopatholog</title>
      <p>frequency
standard
on
the
rubidium atoms – 87 is considered. The implementation of this
method in the developed software is presented. The processing
of the experimental results with using a developed software is
realized. The proposed method allows to adjust the standard
frequency tuning on during its deviates to the nominal value
over shorter interval of time than before. During this time
interval, the information transfer rate does not deteriorate.
The results of experimental investigations of the metrological
characteristics are presented.</p>
      <p>
        I. INTRODUCTION
Currently, one of the
urgent tasks in
modern
communication and navigation systems is to increase the
synchronization accuracy of the time scales between various
devices [
        <xref ref-type="bibr" rid="ref8">1-9</xref>
        ]. This is necessary for obtaining of the reliable
results during the investigations conducting of the Earth's
surface, the
upper
atmosphere, the
transmission
and
processing of large amounts of information at high speed
[717].
      </p>
      <p>Depending
the
required
accuracy
of
synchronization
of time
scales,
different
models
the
of
frequency standards are used in the systems. The most
optimal solution to this problem is the using of quantum
frequency standards (QFS). Among the quantum frequency
standards for various navigation systems the most popular
were rubidium QFS, as them have small size and low cost
compared to other types of QFS. These key advantages
allow to use the rubidium standards in composed of the
small-sized rubidium</p>
      <p>
        watches, which are widely used at
base stations of the mobile communications and on board of
the communication satellites [4, 18-21]. Such systems
should are working the autonomously for a long time.
Therefore, for information processing in them are used the
various optical systems [
        <xref ref-type="bibr" rid="ref22">20-26</xref>
        ].
      </p>
      <p>One
of the</p>
      <p>most important characteristics of any
standard is the stability of its operation. The stability is
determined the quality of the QFS [1, 2, 4, 5, 19-21, 26-30].
To
produce high-quality rubidium
frequency standards
(RFS), prototypes of the standard undergo various tests. The
during implementation of these tests, it is necessary in real
time to control the change in the frequency characteristics of
the test sample, in order to identify instabilities in its work
Copyright © 2020 for this paper by its authors.</p>
    </sec>
    <sec id="sec-2">
      <title>Phytopathology</title>
      <p>STANDARD AND THE METHOD OF THEIR CALCULATION
The following methods are used to assess the stability of
frequency standards: the standard deviation of the frequency
(classical variance) is calculated and the Allan deviation is
calculated [1, 5, 19, 27, 28, 30]. The standard deviation S of
the group containing N measurement results is calculated by
the formula:
 = √  =1

∑
(  − ̅ )2
N−1
the arithmetic mean value.</p>
      <p>This characteristic is used to assess the stability of
frequency standards, but its use can be difficult if there is a
correlation between fluctuating values. In addition, as a
result of various investigations, it was found that with many
measurements, the
use of standard
deviation
becomes
ineffective in assessing the stability of frequency standards.
Therefore, Allan proposed the original solution, the essence
of which was as follows. The during a calculating the
deviation, it is necessary to use the difference between two
adjacent frequency measurements, and not the measurement
of the frequency deviation from the mean value, as in the
classical case. This method is called Allan deviation:
  ( ) = √∑ =−11  02

2( −1)
 0 =   +1−</p>
      <p>where  0 is relative frequency
variation in the i-th
measurement:
  − value of frequency</p>
      <p>measure at i-th measurement,
frat = 5 MHz − rated frequency value, N − number of
measurements.
(1)
(2)
(3)
constant   ( ) =

√2</p>
      <p>.</p>
      <p>Currently, Allan deviation is the most convenient and
more reliable measure to determine the stability of the
frequency in the time domain. Its analogue in Russian
standards is the mean square relative random variation σ
(SRRV), which differs from the
Allan deviation by a</p>
      <p>For calculating of these frequency characteristics was
been developed the following method. The total data stream
which is coming from the measuring device is divided into
time series. After that the corresponding characteristics are
calculated. A time series is a sequence of observations of a
parameter in successive equal time intervals t. Individual
observations make up the level of the series and are denoted
by   , where t = 1, ..., n. In the study of the time series,
several components are distinguished:
  =   +   +   +   ,  = 1, … ,  ,
(4)
where   is a smoothly changing component that describes
the net influence of long-term factors (for example, linear
reflecting the frequency of processes over a not very long
period (day, week, month, etc.);   is a cyclic component
that reflects the recurrence of processes over long periods of
time over one year;   is a random component that reflects
the influence of random factors that cannot be taken into
account and recorded (for example, the influence of external
noise).</p>
      <p>The
first
three
components
are
deterministic
components. The random component is formed as a result of
a superposition of a large number of external factors that
each individually have a minor effect on the change in the
values of the investigated parameter.</p>
      <p>Analysis and research of the time series allow us to build
models for predicting parameter values for the future, if the
sequence of observations in the past is known. Currently,
time series are the most intensively developing, promising
area of mathematical statistics. The using this approach, it is
possible to reduce the time of the experiment and predict the
behavior of the frequency characteristics of the standard
based on the analysis of the data obtained. In our work
during of the measurement results processing, we used the
time series recommended by the state standard: 1, 2, 5, 10,
100 ... s. The value of the characteristic at each point in the
time series is updated and filled in as data is received from
the measuring device in real time. Thus, according to the
data obtained, it is possible to investigate the standard
stability and predict its future work.</p>
      <p>III. CONDUCTING AN EXPERIMENT AND PROCESSING</p>
      <p>One of the outputs of the test sample of the rubidium
frequency standard is connected to the measuring device,
which is used as a frequency counter Pendulum CNT-91. At
the same time, a signal from the reference standard is sent to
the frequency counter. The hydrogen standard is used as a
reference in the experiment. The frequency counter in this
case acts as a comparator, comparing the signal of the
studied standard with a more stable signal of the reference
standard. The obtained data from the frequency counter is
fed to a computer, where they are analyzed and further
processed.</p>
      <p>To process the frequency values, special software was
developed,
which
implemented
the
above
calculation
methods: standard deviation, Allan deviation and SRRV.</p>
      <p>During the calculations, the interaction of two data
streams was used: the first stream was used to obtain the
primary frequency values from the device, and in the second
stream, the required values were directly calculated. This
processing algorithm proposed by us in the implementation
of calculations using (1), (2) and (3) in the developed
program allowed us to assess the stability of standards in
real time and significantly accelerated the processing of
experimental results. The calculation of standard deviation,
Allan deviation and SRRV in the program during the
experiment for two days is presented on fig. 2-4.</p>
      <p>The stability of the rubidium standard is influenced by
various factors. One of them is frequency drift. Long-term
frequency instability is determined by the drift and
frequency drift of the reference transition. During the
operation of the RFS, the composition and partial pressures
of the filling components of the optical elements slowly
change (diffusion inside the cell walls, gas leakage from the
outside, etc.), which leads to a shift in the frequency of the
reference transition. The values of these parameters can
change under the influence of changes in ambient
temperature and atmospheric pressure, which also leads to
periodic departures of the frequency of the reference
transition. Because of this, it is necessary to correctly
evaluate the stability of the investigated standard.</p>
      <p>Comparing the standard deviation and Allan deviation,
we note that the use of standard deviation as a measure of
frequency stability is not recommended. Since this value
does not converge for some types of noise commonly found
in frequency sources. The problem with standard deviation
is associated with the use of deviations from the average
value, which is not stationary for noise types with a large
difference. This problem can be solved by using instead the
first differences in the frequency values, as is done when
calculating the Allan deviation.</p>
      <p>We will analyze the data obtained, for this we compare
the experimental results with the requirements for stability
of the rubidium standard (table 1). To assess the stability of
the frequency standard, we use SRRV. Since this value is
recommended by the Russian state standard, it differs from
the Allan deviation by a constant.</p>
      <p>Comparing the values of the SRRV calculated during the
experiment with the permissible values in the technical
requirements, we can conclude that the tests of the rubidium
standard are correct and that its stability is consistent with
the required quality. The developed method made it possible
to provide the necessary data processing speed for parallel
computing of the standard deviation, deviation of Allan and
SRRV. A small deviation of the SRRV value at τ = 1 s can
be explained by the influence of a random component
(external noise). The analysis of the time series shows a
decrease in stability at τ &gt; 1000 s; this can be explained by
the influence of long-term factors, such as linear drift of the
standard frequency, light shifts, and temperatures.</p>
      <p>The results of experimental investigations have shown
that rubidium QFS is achieved the maximum stability of the
measurement time τ ≈ 1000 s. The using of the method
proposed by us and the developed software for its
implementation allows to increase the processing velocity of
measurement results in several times. This makes it possible
to reduce the frequency adjustment time of during its
deviates from the nominal value and maintain the quality
and velocity of information transfer.</p>
      <p>In addition, the using of the method of dividing data into
time series allowed us to analyze the change in the
characteristics of the standard in the long-term field. It is
extremely important for implement of the reliable standard
operation in the satellite information transmission systems.</p>
      <p>ACKNOWLEDGMENT</p>
      <p>This research work was supported by the Academic
Excellence Project 5-100 proposed by Peter the Great St.
Petersburg Polytechnic University.
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