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    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Information Security System Based on Chaotic Signals </article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Volodymyr Rusyn</string-name>
          <email>rusyn_v@ukr.net</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Aceng Sambas</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Mujiarto</string-name>
          <email>mujiarto@umtas.ac.id</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Universitas Muhammadiyah Tasikmalaya</institution>
          ,
          <addr-line>Jl. Tamansari No. KM 2,5, Mulyasari, Kec. Tamansari, Tasikmalaya, Jawa Barat, 46196</addr-line>
          ,
          <country country="ID">Indonesia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Yuriy Fedkovych Chernivtsi National University</institution>
          ,
          <addr-line>Kotsybynsky str. 2, Chernivtsi, 58012</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>   In this paper, we present computer modelling and analysis of the chaotic Arneodo system. For demonstrate of these results was used modern software environment LabView. Created programming interface allows to generating, analysis and research of the main information properties of chaotic Arneodo system, focusing on time series of the three chaotic coordinates, phase portraits and Lyapunov exponents. Another programming interface demonstrates the algorithm of masking and decrypt of the information.</p>
      </abstract>
      <kwd-group>
        <kwd> 1  Nonlinear</kwd>
        <kwd>Arneodo</kwd>
        <kwd>LabView</kwd>
        <kwd>FPGA</kwd>
        <kwd>security system</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction </title>
      <p>
        Chaotic signals are used in different technical scientific areas such as engineering, optics, radio
electronics, telecommunications, robotics, cybersecurity [
        <xref ref-type="bibr" rid="ref1 ref2 ref3 ref4 ref5 ref6 ref7">1-19</xref>
        ]. Chaos theory is a branch of
mathematics and physics that studies systems whose dynamics, under certain conditions, largely depend
on the initial conditions, making long-term prediction impossible [20, 21]. Because, on the one hand,
the dynamics of behavior of such systems corresponds to the laws of physics, and, on the other hand,
looks irregular, it is called deterministic chaos. Chaotic systems are nonlinear dynamical systems.
      </p>
      <p>Chaotic signals have the following characteristics: sensitive dependence on the initial conditions,
unpredictability, similarity to the noise, and difficulty to be deciphered. Therefore, it is especially
suitable to be applied to the secure communication field. In many physical systems and their
deterministic models, it has been confirmed that in addition to typical behaviors such as reduction to
constant, periodic or quasiperiodic behaviors, in some cases trajectories become aperiodic (chaotic) if
their parameters, internal variables, or external signals are selected.</p>
      <p>A great interest is the simulation of the main information properties of chaotic systems. For
modelling of these properties and demonstrate results was selected software LabView (LabView-2020
(64-bit version for Windows).</p>
    </sec>
    <sec id="sec-2">
      <title>2. Modeling of a chaotic Arneodo system </title>
      <p>of system parameters (a,b,c,d) and the value of the initial conditions (x,y,z). At the output assigned
equations (1). Also, the output is an opportunity to demonstrate the solution of equations in three
dimensions.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Chaotic masking and decryption of the information carrier </title>
      <p>The coherent receivers usually are dynamical systems that resemble the chaos producing
transmitters. They achieve synchronization with the transmitter, enabling the synchronization to extract
the information signal from the received chaotic signal. In order to achieve synchronization, the
parameters of the transmitter have to be known. They can be considered as the encryption key of the
message; thus, coherent receptions allows for some privacy of the information transmission.</p>
      <p>Figure 7 demonstrates the presence of the chaotic signal between the transmitter and receiver. In this
case, the use of chaos in secure communication systems has been proposed. The design of these systems
depends on the self-synchronization property of the chaotic attractor. As shown in Figure 7, the
transmitter and the receiver systems are identical.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions </title>
      <p>For modelling of information properties of the chaotic Arneodo system and demonstrate computer
modelling results was selected software LabView (LabView-2020 (64-bit version for Windows). The
main information properties of chaotic Arneodo system such as a time series of the three chaotic
coordinates, phase portraits and Lyapunov exponents are presented. The programming interface
demonstrates the algorithm of masking and decrypt of the information carrier.</p>
    </sec>
    <sec id="sec-5">
      <title>5. References </title>
      <p>[8] V. Rusyn, Ch.H. Skiadas, A. Sambas, M. Mamat, S. Vaidyanathan, Process of pulse transformation
of the analog nonlinear signals. Telecommunications and Radio Engineering, 79(13), (2020), pp.
1141–1147. DOI: 10.1615/TelecomRadEng.v79.i13.40.
[9] S. Vaidyanathan, A. Sambas, S. Kacar, Ü. Çavuşoğlu, A new three-dimensional chaotic system
with a cloud-shaped curve of equilibrium points, its circuit implementation and sound encryption.
International Journal of Modelling, Identification and Control, 30(3), (2018), pp. 184-196.
http://dx.doi.org/10.1504/IJMIC.2018.095334.
[10] V. Rusyn, Modeling and Research Information Properties of Rucklidge Chaotic System Using
LabView, in: Proceedings of 10th Chaotic Modeling and Simulation International Conference,
Barcelona, 2017, pp. 739-744.
[11] P. Milicka, P. Cížek, J. Faigl, On Chaotic Oscillator-based Central Pattern Generator for Motion</p>
      <p>Control of Hexapod Walking Robot. CEUR Workshop Proceedings 1649, (2016), pp. 131-137.
[12] I.N. Stouboulos, I.M. Kyprianidis, M.S. Papadopoulou, Chaotic dynamics and coexisting attractors
in a modified Chua’s circuit. WSEAS Transactions on Circuits and Systems, 5(11) (2006), pp.
1640-1646.
[13] L. Chua, A zoo of strange attractors from the canonical Chua’s circuits, in: Proceedings of the
IEEE 35th Midwest Symposium on Circuits and Systems, Cat. No. 92CH3099-9, Vol. 2, (1992),
pp. 916-926. https://doi.org/10.1109/MWSCAS.1992.271147.
[14] V. Rusyn, M.A. Mohamed, D. Purwandari, M. Mamat, J. Titaley, B. Pinontoan, Chaotic and
Controlling Regimes of a New Modified Chua’s Generator. Journal of Advanced Research in
Dynamical and Control Systems, 12(2) (2020), pp. 556-561.</p>
      <p>DOI:10.5373/JARDCS/V12I2/S20201077.
[15] M.S. Papadopoulou, I.M. Kyprianidis, I.N. Stouboulos, Study of the behavior of a 4th order non
driven circuit. Chaotic synchronization of two identical circuits. WSEAS Transactions on Circuits
and Systems, 5(7) (2006), pp. 993-1000.
[16] I.N. Stouboulos, I.M. Kyprianidis, M.S. Papadopoulou, Experimental study of antimonotonicity in
a 4th order nonlinear autonomous electric circuit. WSEAS Transactions on Circuits and Systems,
vol. 5(11) (2006), pp. 1662-1668.
[17] V. Rusyn, M. Sadli, M. Mamat, Mujiarto, W.S. Mada Sanjaya, Computer Modelling of a New
Simple Chaotic Generator. Journal of Physics: Conference Series, 1477 (2020), art.no. 022010.
https://doi.org/10.1088/1742-6596/1477/2/022010.
[18] M.S. Papadopoulou, I.M. Kyprianidis, I.N. Stouboulos, A.N. Anagnostopoulos, Chaos
Synchronization and its Application to Secure Communication. Journal of Concrete and
Applicable Mathematics, 9 (2011), pp. 205-212.
[19] V. Rusyn, Mujiarto, M. Mamat, F. Azharul, W.S. Mada Sanjaya, A. Sambas, E. Dwipriyoko, A.</p>
      <p>Sutoni, Computer Modelling of the Information Properties of Hyper Chaotic Lorenz System and
Its Application in Secure Communication System. Journal of Physics: Conference Series, 1764,
(2021), art.no. 012205. http://dx.doi.org/10.1088/1742-6596/1764/1/012205
[20] C.H. Skiadas, C. Skiadas, Chaotic Modelling and Simulation: Analysis of Chaotic Models,</p>
      <p>Attractors and Forms. In: Taylor &amp; Francis Group, (2008), pp. 1-345.
[21] C.H. Skiadas, Exact solutions of stochastic differential equations: Gompertz, generalized logistic
and revised exponential. Methodology and Computing in Applied Probability 12(2) (2010), pp.
261-270.
[22] Hua Changchun, Guan Xinping, Adaptive control for chaotic systems. Chaos, Solitons and</p>
      <p>Fractals, 22 (2004), pp. 55-60. https://doi.org/10.1016/j.chaos.2003.12.071
[23] Xuenan, Peng, Yicheng, Zeng, Mengjiao, Wang, Zhijun, Li, Generating Multi-layer Nested
Chaotic Attractor and Its FPGA Implementation. Chinese Physics B, 30(6) (2021), art. no. 060509.
https://doi.org/10.1088/1674-1056/abda34.
[24] A. Sambas, S. Vaidyanathan, T. Bonny, S. Zhang, Sukono, Y. Hidayat, G. Gundara, M. Mamat,
Mathematical Model and FPGA Realization of a Multi-Stable Chaotic Dynamical System with a
Closed Butterfly-Like Curve of Equilibrium Points. Appl. Sci., 11(2) (2021), p. 788.
https://doi.org/10.3390/app11020788
[25] Dong Enzeng, Yuan Mingfeng, Han Fangfang, Tong Jigang, Du Shengzhi, Topological Horseshoe
Analysis and FPGA Implementation of a Classical Fractional Order Chaotic System. IEEE Access,
7 (2019), pp. 129095-129103. https://doi.org/10.1109/ACCESS.2019.2938556.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [1]
          <string-name>
            <given-names>S.</given-names>
            <surname>Vaidyanathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Sambas</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Zhang</surname>
          </string-name>
          , Mujiarto,
          <string-name>
            <given-names>M.</given-names>
            <surname>Mamat</surname>
          </string-name>
          , Subiyanto,
          <string-name>
            <given-names>A Chaotic</given-names>
            <surname>Jerk</surname>
          </string-name>
          <article-title>System with Three Cubic Nonlinearities, Dynamical Analysis, Adaptive Chaos Synchronization and Circuit Simulation</article-title>
          .
          <source>Journal of Physics: Conference Series</source>
          <volume>1179</volume>
          , (
          <year>2019</year>
          )
          <article-title>art</article-title>
          .no 012083. URL: http://dx.doi.org/10.1088/
          <fpage>1742</fpage>
          -6596/1764/1/012205.
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [2]
          <string-name>
            <given-names>V.</given-names>
            <surname>Rusyn</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Subbotin</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Sambas</surname>
          </string-name>
          ,
          <article-title>Analysis and experimental realization of the logistic map using Arduino Pro Mini</article-title>
          .
          <source>CEUR Workshop Proceedings</source>
          <volume>2608</volume>
          , (
          <year>2020</year>
          )
          <fpage>300</fpage>
          -
          <lpage>310</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [3]
          <string-name>
            <given-names>V.</given-names>
            <surname>Rusyn</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Samila</surname>
          </string-name>
          , Ch. Skiadas,
          <article-title>Computer modeling and practical realization of chaotic circuit with a light-emitting diode</article-title>
          ,
          <source>in: Proceedings of the Fourteenth International Conference on Correlation Optics</source>
          ,
          <year>2019</year>
          , pp.
          <fpage>113690D</fpage>
          . http://dx.doi.org/10.1117/12.2550813.
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [4]
          <string-name>
            <given-names>V.</given-names>
            <surname>Rusyn</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Khrapko</surname>
          </string-name>
          ,
          <article-title>Memristor: modeling and research of information properties</article-title>
          , in: Ch. H.
          <string-name>
            <surname>Skiadas</surname>
          </string-name>
          , I. Lubashevsky (Eds.), Springer Proceedings in Complexity. Springer, Cham,
          <year>2019</year>
          , pp.
          <fpage>229</fpage>
          -
          <lpage>238</lpage>
          . http://dx.doi.org/10.1007/978-3-
          <fpage>030</fpage>
          -15297-0_
          <fpage>21</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [5]
          <string-name>
            <given-names>S.</given-names>
            <surname>Vaidyanathan</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Feki</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Sambas</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C. H.</given-names>
            <surname>Lien</surname>
          </string-name>
          ,
          <article-title>A new biological snap oscillator: its modelling, analysis, simulations and circuit design</article-title>
          .
          <source>International Journal of Simulation and Process Modelling</source>
          ,
          <volume>13</volume>
          (
          <issue>5</issue>
          ), (
          <year>2018</year>
          ) pp.
          <fpage>419</fpage>
          -
          <lpage>432</lpage>
          . https://doi.org/10.1504/IJSPM.
          <year>2018</year>
          .
          <volume>10015882</volume>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [6]
          <string-name>
            <given-names>Z.F.</given-names>
            <surname>Wang</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Shi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H.</given-names>
            <surname>Wu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Helian</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O.L.</given-names>
            <surname>Chua</surname>
          </string-name>
          , Fractional memristor.
          <source>Applied Physics Letter</source>
          <volume>111</volume>
          , (
          <year>2017</year>
          ), art.no.
          <issue>243502</issue>
          . https://doi.org/10.1063/1.5000919.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [7]
          <string-name>
            <given-names>D.</given-names>
            <surname>Yu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Zheng</surname>
          </string-name>
          ,
          <string-name>
            <given-names>H. H. C.</given-names>
            <surname>Iu</surname>
          </string-name>
          ,
          <string-name>
            <given-names>T.</given-names>
            <surname>Fernando</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.O.</given-names>
            <surname>Chua</surname>
          </string-name>
          ,
          <article-title>A new circuit for emulating memristors using inductive coupling</article-title>
          .
          <source>IEEE Access 5</source>
          , (
          <year>2017</year>
          ), pp.
          <fpage>1284</fpage>
          -
          <lpage>1295</lpage>
          . https://doi.org/10.1109/ACCESS.
          <year>2017</year>
          .
          <volume>2649573</volume>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>