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Theoretical and practical applications of fuzzy fractional integral sliding mode control for fractional-order dynamical system

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Abstract

This paper proposes a fuzzy fractional integral sliding mode control for synchronizing fractional-order dynamical systems with mismatched fractional orders. It is applied to synchronize the fractional-order modified coupled dynamos chaotic systems. Synchronization between two identical fractional order, different fractional orders, integer order and fractional-order modified coupled dynamos chaotic systems have been demonstrated. For practical applications, these derived synchronized fractional-order chaotic systems are utilized to develop a novel cryptosystem for an image encryption and decryption. Numerical simulations are provided to verify the significance of theoretical analysis.

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References

  1. Kurths, J.: Synchronization: A Universal Concept in Nonlinear Sciences. Cambridge University Press, Cambridge (2003)

    Google Scholar 

  2. Pecora, L.M., Carroll, T.L.: Synchronization in chaotic systems. Phys. Rev. Lett. 64, 821–824 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  3. Abdullah, A.: Synchronization and secure communication of uncertain chaotic systems based on full-order and reduced-order output-affine observers. Appl. Math. Comput. 219, 10000–10011 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  4. Wu, X., Wang, H., Lu, H.: Modified generalized projective synchronization of a new fractional-order hyperchaotic system and its application to secure communication. Nonlinear Anal. Real World Appl. 13, 1441–1450 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  5. Sheu, L.J.: A speech encryption using fractional chaotic systems. Nonlinear Dyn. 65, 103–108 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  6. Muthukumar, P., Balasubramaniam, P.: Feedback synchronization of the fractional order reverse butterfly-shaped chaotic system and its application to digital cryptography. Nonlinear Dyn. 74, 1169–1181 (2013)

    Article  MATH  MathSciNet  Google Scholar 

  7. Muthukumar, P., Balasubramaniam, P., Ratnavelu, K.: Synchronization of a novel fractional order stretch-twist-fold (STF) flow chaotic system and its application to a new authenticated encryption scheme (AES). Nonlinear Dyn. 77, 1547–1559 (2014)

    Article  MathSciNet  Google Scholar 

  8. Muthukumar, P., Balasubramaniam, P., Ratnavelu, K.: Synchronization and an application of a novel fractional order King Cobra chaotic system. Chaos 24, 033105 (2014)

  9. Wang, B., Jian, J., Yu, H.: Adaptive synchronization of fractional-order memristor-based Chua’s system. Syst. Sci. Control Eng. 2, 291–296 (2014)

    Article  MATH  Google Scholar 

  10. Zhang, L., Yan, Y.: Robust synchronization of two different uncertain fractional-order chaotic systems via adaptive sliding mode control. Nonlinear Dyn. 76, 1761–1767 (2014)

    Article  Google Scholar 

  11. Wang, X., Zhang, X., Ma, C.: Modified projective synchronization of fractional-order chaotic systems via active sliding mode control. Nonlinear Dyn. 69, 511–517 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  12. Matouk, A.E., Elsadany, A.A.: Achieving synchronization between the fractional-order hyperchaotic Novel and Chen systems via a new nonlinear control technique. Appl. Math. Lett. 29, 30–35 (2014)

    Article  MathSciNet  Google Scholar 

  13. Xu, Y., He, Z.: Synchronization of variable-order fractional financial system via active control method. Cent. Eur. J. Phys. 11, 824–835 (2013)

    Article  Google Scholar 

  14. Jin-Gui, L.: A novel study on the impulsive synchronization of fractional-order chaotic systems. Chin. Phys. B 22, 060510 (2013)

    Article  Google Scholar 

  15. Odibat, Z.: A note on phase synchronization in coupled chaotic fractional order systems. Nonlinear Anal. Real World Appl. 13, 779–789 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  16. Silva, M.F., Machado, J.A.T., Lopes, A.M.: Fractional order control of a hexapod robot. Nonlinear Dyn. 38, 417–433 (2004)

    Article  MATH  Google Scholar 

  17. Silva, M.F., Machado, J.A.T.: Fractional order PD\(^{\alpha }\) joint control of legged robots. J. Vib. Control 12, 1483–1501 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  18. Delavari, H., Lanusse, P., Sabatier, J.: Fractional order controller design for a flexible link manipulator robot. Asian J. Control 15, 783–795 (2013)

    Article  MathSciNet  Google Scholar 

  19. Monje, C.A., Ramos, F., Feliu, V., Vinagre, B.M.: Tip position control of a lightweight flexible manipulator using a fractional order controller. IET Control Theory Appl. 1, 1451–1460 (2007)

    Article  Google Scholar 

  20. Li, Y., Xu, Q.: Adaptive sliding mode control with perturbation estimation and PID sliding surface for motion tracking of a piezo-driven micromanipulator. IEEE Trans. Control Syst. Technol. 18, 798–810 (2010)

    Article  Google Scholar 

  21. Shi, P., Xia, Y., Liu, G.P., Rees, D.: On designing of sliding-mode control for stochastic jump systems. IEEE Trans. Autom. Control 51, 97–103 (2006)

    Article  MathSciNet  Google Scholar 

  22. Yue, M., Wei, X., Li, Z.: Adaptive sliding-mode control for two-wheeled inverted pendulum vehicle based on zero-dynamics theory. Nonlinear Dyn. 76, 459–471 (2014)

    Article  MathSciNet  Google Scholar 

  23. Utkin, V.I.: Sliding mode control design principles and applications to electric drives. IEEE Trans. Ind. Electron. 40, 23–36 (1993)

    Article  Google Scholar 

  24. Shtessel, Y.B., Shkolnikov, I.A., Brown, M.D.: An asymptotic second-order smooth sliding mode control. Asian J. Control 5, 498–504 (2003)

    Article  Google Scholar 

  25. Balochian, S.: Sliding mode control of fractional order nonlinear differential inclusion systems. Evolv. Syst. 4, 145–152 (2013)

    Article  Google Scholar 

  26. Xu, H., Mirmirani, M.D., Ioannou, P.A.: Adaptive sliding mode control design for a hypersonic flight vehicle. J. Guid. Control Dyn. 27, 829–838 (2004)

    Article  Google Scholar 

  27. Plestan, F., Shtessel, Y., Bregeault, V., Poznyak, A.: New methodologies for adaptive sliding mode control. Int. J. Control 83, 1907–1919 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  28. Aghababa, M.P.: Design of a chatter-free terminal sliding mode controller for nonlinear fractional-order dynamical systems. Int. J. Control 86, 1744–1756 (2013)

    Article  MathSciNet  Google Scholar 

  29. Li, C., Su, K., Wu, L.: Adaptive sliding mode control for synchronization of a fractional-order chaotic system. J. Comput. Nonlinear Dyn. 8, 031005 (2013)

    Article  Google Scholar 

  30. Gao, Z., Liao, X.: Integral sliding mode control for fractional-order systems with mismatched uncertainties. Nonlinear Dyn. 72, 27–35 (2013)

    Article  MathSciNet  Google Scholar 

  31. Palm, R.: Sliding mode fuzzy control. In: Proceedings of IEEE Conference on Fuzzy Systems, pp. 519–526, San Diego (1992)

  32. Delavari, H., Ghaderi, R., Ranjbar, A., Momani, S.: Fuzzy fractional order sliding mode controller for nonlinear systems. Commun. Nonlinear Sci. Numer. Simul. 15, 963–978 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  33. Lin, T.C., Lee, T.Y., Balas, V.E.: Adaptive fuzzy sliding mode control for synchronization of uncertain fractional order chaotic systems. Chaos Solitons Fract. 44, 791–801 (2011)

    Article  MATH  Google Scholar 

  34. Chen, D., Zhang, R., Sprott, J.C., Ma, X.: Synchronization between integer-order chaotic systems and a class of fractional-order chaotic system based on fuzzy sliding mode control. Nonlinear Dyn. 70, 1549–1561 (2012)

    Article  MATH  MathSciNet  Google Scholar 

  35. Faieghi, M.R., Delavari, H., Baleanu, D.: Control of an uncertain fractional-order Liu system via fuzzy fractional-order sliding mode control. J. Vib. Control 18, 1366–1374 (2012)

    Article  MathSciNet  Google Scholar 

  36. Li-Ming, W., Yong-Guang, T., Yong-Quan, C., Feng, W.: Generalized projective synchronization of the fractional-order chaotic system using adaptive fuzzy sliding mode control. Chin. Phys. B 23, 100501 (2014)

    Article  Google Scholar 

  37. Arshad, S., Lupulescu, V.: Fractional differential equation with the fuzzy initial condition. Electron. J. Differ. Equ. 2011, 1–8 (2011)

    MathSciNet  Google Scholar 

  38. Agarwal, R.P., Arshad, S., O’Regan, D., Lupulescu, V.: Fuzzy fractional integral equations under compactness type condition. Fract. Calc. Appl. Anal. 15, 572–590 (2012)

  39. Allahviranloo, T., Armand, A., Gouyandeh, Z., Ghadiri, H.: Existence and uniqueness of solutions for fuzzy fractional Volterra–Fredholm integro-differential equations. J. Fuzzy Set Valued Anal. 2013, 1–9 (2013)

    Article  MathSciNet  Google Scholar 

  40. Takači, D., Takači, A., Takači, A.: On the operational solutions of fuzzy fractional differential equations. Fract. Calc. Appl. Anal. 17, 1100–1113 (2014)

    MathSciNet  Google Scholar 

  41. Caputo, M.: Linear models of dissipation whose \(Q\) is almost frequency independent—II. Geophys. J. R. Astron. Soc. 13, 529–539 (1967)

    Article  Google Scholar 

  42. Matignon, D.: Stability results for fractional differential equations with applications to control processing. In: Proceedings of Computational Engineering in Systems Applications vol. 2, pp. 963–968, Lille, France (1996)

  43. Xing-yuan, W., Yi-jie, H., Ming-jun, W.: Chaos control of a fractional order modified coupled dynamos system. Nonlinear Anal. 71, 6126–6134 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  44. Zhen, W., Xia, H., Yu-Xia, L., Xiao-Na, S.: A new image encryption algorithm based on the fractional-order hyperchaotic Lorenz system. Chin. Phys. B 22, 010504 (2013)

  45. Xu, Y., Wang, H., Li, Y., Pei, B.: Image encryption based on synchronization of fractional chaotic systems. Commun. Nonlinear Sci. Numer. Simul. 19, 3735–3744 (2014)

  46. Liu, H., Wang, X., Kadir, A.: Color image encryption using Choquet fuzzy integral and hyper chaotic system. Optik 124, 3527–3533 (2013)

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by the University of Malaya HIR grant UM.C/625/1/HIR/MOHE/SC/13, Malaysia. The authors are very much thankful to the editors and anonymous reviewers for their careful reading, constructive comments and fruitful suggestions to improve this manuscript.

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Correspondence to P. Balasubramaniam.

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Balasubramaniam, P., Muthukumar, P. & Ratnavelu, K. Theoretical and practical applications of fuzzy fractional integral sliding mode control for fractional-order dynamical system. Nonlinear Dyn 80, 249–267 (2015). https://doi.org/10.1007/s11071-014-1865-4

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  • DOI: https://doi.org/10.1007/s11071-014-1865-4

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