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Simulation and experimental validation of a non-equilibrium chaotic system

Author

Listed:
  • Jahanshahi, Hadi
  • Orozco-López, Onofre
  • Munoz-Pacheco, Jesus M.
  • Alotaibi, Naif D.
  • Volos, Christos
  • Wang, Zhen
  • Sevilla-Escoboza, R.
  • Chu, Yu-Ming

Abstract

Nowadays, chaotic systems are attracting considerable attention due to their special features. The aim of this paper is to study a four-dimensional system that lacks any equilibria. Also, this non-equilibrium system has hidden attractors. Dynamical behaviors of the system have been investigated using well-known numerical simulations and analyses such as phase portraits, Poincaré maps, Lyapunov exponents, bifurcation diagrams, and basins of attraction. This way, the chaotic behavior in the system is verified. In addition, the chaotic behavior of the system has been studied by designing and implementing a real-time analog circuit. The circuitry implementation of the system is presented, and the dynamical behaviors of the system have been empirically demonstrated. To characterize the circuit an automatic routine through LabView has been developed in which by increasing a parameter of the system the bifurcation diagram has been obtained and depicted. A DAQ 6363 storing temporal series of one second to posteriory has been used to acquire the data and analyze such information. Experimental results clearly illustrate the chaotic behavior of the system. Also, the presented experimental results pave the way for using the proposed system in possible engineering applications such as data transmission and information security.

Suggested Citation

  • Jahanshahi, Hadi & Orozco-López, Onofre & Munoz-Pacheco, Jesus M. & Alotaibi, Naif D. & Volos, Christos & Wang, Zhen & Sevilla-Escoboza, R. & Chu, Yu-Ming, 2021. "Simulation and experimental validation of a non-equilibrium chaotic system," Chaos, Solitons & Fractals, Elsevier, vol. 143(C).
  • Handle: RePEc:eee:chsofr:v:143:y:2021:i:c:s0960077920309309
    DOI: 10.1016/j.chaos.2020.110539
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    References listed on IDEAS

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    1. Jahanshahi, Hadi & Yousefpour, Amin & Wei, Zhouchao & Alcaraz, Raúl & Bekiros, Stelios, 2019. "A financial hyperchaotic system with coexisting attractors: Dynamic investigation, entropy analysis, control and synchronization," Chaos, Solitons & Fractals, Elsevier, vol. 126(C), pages 66-77.
    2. Maus, A. & Sprott, J.C., 2013. "Evaluating Lyapunov exponent spectra with neural networks," Chaos, Solitons & Fractals, Elsevier, vol. 51(C), pages 13-21.
    3. Bocheng Bao & Aihuang Hu & Han Bao & Quan Xu & Mo Chen & Huagan Wu, 2018. "Three-Dimensional Memristive Hindmarsh–Rose Neuron Model with Hidden Coexisting Asymmetric Behaviors," Complexity, Hindawi, vol. 2018, pages 1-11, February.
    4. Karthikeyan Rajagopal & Laarem Guessas & Anitha Karthikeyan & Ashokkumar Srinivasan & Girma Adam, 2017. "Fractional Order Memristor No Equilibrium Chaotic System with Its Adaptive Sliding Mode Synchronization and Genetically Optimized Fractional Order PID Synchronization," Complexity, Hindawi, vol. 2017, pages 1-19, March.
    5. Yousefpour, Amin & Jahanshahi, Hadi & Munoz-Pacheco, Jesus M. & Bekiros, Stelios & Wei, Zhouchao, 2020. "A fractional-order hyper-chaotic economic system with transient chaos," Chaos, Solitons & Fractals, Elsevier, vol. 130(C).
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