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Consensus of Networked Multi-agent Systems with Delays and Fractional-Order Dynamics

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Consensus and Synchronization in Complex Networks

Part of the book series: Understanding Complex Systems ((UCS))

Abstract

This chapter is devoted to studying the consensus problem of networked multi-agent systems with delays and fractional-order dynamics. The effects of input delay, communication delay, fractional-order dynamics and directed information flow on the consensus behavior of networked multi-agent systems are systematically studied. We find that consensus is very robust against communication delays in both integer-order systems and fractional-order systems with fractional-order α ∈ (0, 1]. One well-informed leader is proved to be enough for the regulation of all agents’ final state, even when the external signal is very weak. By using the generalized Nyquist stability criterion, a necessary and sufficient condition is derived to ensure the consensus of fractional-order systems with identical input delays over directed networks. Furthermore, when the interaction topology is undirected, consensus condition of fractional-order systems with heterogeneous input delays is explicitly given. Based on frequency-domain approach, sufficient conditions are obtained to ensure the consensus of the fractional-order systems with simultaneously nonuniform input and communication delays.

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References

  1. Vicsek, T., Czirók, A., Ben-Jacob, E., Cohen, I., Shochet, O.: Novel type of phase transition in a system of self-driven particles. Phys. Rev. Lett. 75(6), 1226–1229 (1995)

    Google Scholar 

  2. Boccaletti, S., Hwang, D.U., Chavez, M., Amann, A., Kurths, J., Pecora L.M.: Synchronization in dynamical networks: Evolution along commutative graphs. Phys. Rev. E 74(1), 016102 (2006)

    Google Scholar 

  3. Ivanchenko, M.V., Osipov, G.V., Shalfeev, V.D., Kurths, J.: Network mechanism for burst generation. Phys. Rev. Lett. 98(10), 108101 (2007)

    Google Scholar 

  4. Arenas, A., Díaz-Guilera, A., Kurths, J., Moreno, Y., Zhou C.S.: Synchronization in complex networks. Phys. Rep. 469(3), 93–153 (2008)

    Google Scholar 

  5. Camazine, S., et al.: Self-Organization in Biological Systems. Princeton University Press, Princeton (2003)

    Google Scholar 

  6. Solé, R.V., Bascompte J.: Self-Organization in Complex Ecosystems. Princeton University Press, Princeton (2006)

    Google Scholar 

  7. Strogatz, S.H., Marcus, C.M., Westervelt, R.M., Mirollo R.E.: Simple model of collective transport with phase slippage. Phys. Rev. Lett. 61(20), 2380–2383 (1988)

    Google Scholar 

  8. Fiorelli, E., Leonard, N.E., Bhatta, P., Paley, D., Bachmayer, R., Fratantoni D.M.: Multi-AUV control and adaptive sampling in Monterey Bay. IEEE J. Oceanic Eng. 31(4), 935–948 (2006)

    Google Scholar 

  9. Ghabcheloo, R., Pascoal, A., Silvestre, C., Kaminer, I.: Nonlinear coordinated path following control of multiple wheeled robots with bidirectional communication constraints. Int. J. Adapt. Contr. Signal Process. 21, 133–157 (2006)

    Google Scholar 

  10. Ren, W., Atkins, E.: Distributed multi-vehicle coordinated control via local information exchange. Int. J. Robust Nonlinear Contr. 17(10–11), 1002–1033 (2007)

    Google Scholar 

  11. Cucker, F., Smale, S.: Emergent behavior in flocks. IEEE Trans. Automat. Contr. 52(5), 852–862 (2007)

    Google Scholar 

  12. Olfati-Saber R.: Flocking for multi-agent dynamic systems: Algorithms and theory. IEEE Trans. Automat. Contr. 51(3), 401–420 (2006)

    Google Scholar 

  13. Fax, J.A., Murray, R.M.: Information flow and cooperative control of vehicle formations. IEEE Trans. Automat. Contr. 49(9), 1465–1476 (2004)

    Google Scholar 

  14. Wang, W., Slotine, J.J.E.: Contraction analysis of time-delayed communications and group cooperation. IEEE Trans. Automat. Contr. 51(4), 712–717 (2006)

    Google Scholar 

  15. Xiao, F., Wang, L.: State consensus for multi-agent systems with switching topologies and time-varying delays. Int. J. Contr. 79(10), 1277–1284 (2006)

    Google Scholar 

  16. Papachristodoulou, A., Jadbabaie, A., Münz, U.: Effects of delay in multi-agent consensus and oscillator synchronization. IEEE Trans. Automat. Contr. 55(6), 1471–1477 (2010)

    Google Scholar 

  17. Olfati-Saber, R., Murray, R.M.: Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans. Automat. Contr. 49(9), 1520–1533 (2004)

    Google Scholar 

  18. Tian, Y.P., Liu, C.L.: Consensus of multi-agent systems with diverse input and communication delays. IEEE Trans. Automat. Contr. 53(9), 2122–2128 (2008)

    Google Scholar 

  19. Münz, U.: Delay robustness in cooperative control. PhD thesis, University of Stuttgart, Germany (2010)

    Google Scholar 

  20. Ma, C., Hori, Y.: Fractional-order control: Theory and applications in motion control. IEEE Indust. Electron. Mag. 1(4), 6–16 (2007)

    Google Scholar 

  21. Lima, M.F.M., Machado, J.A.T., Crisóstomo, M.: Fractional dynamics in mechanical manipulation. J. Comput. Nonlinear Dyn. 3, 021203 (2008)

    Google Scholar 

  22. Baleanu, D.: Fractional constrained systems and caputo derivatives. J. Comput. Nonlinear Dyn. 3, 021102 (2008)

    Google Scholar 

  23. Hartley, T.T., Lorenzo, C.F.: Application of incomplete gamma functions to the initialization of fractional-order systems. J. Comput. Nonlinear Dyn. 3, 021103 (2008)

    Google Scholar 

  24. Lorenzo, C.F., Hartley, T.T.: Initialization of fractional-order operators and fractional differential equations. J. Comput. Nonlinear Dyn. 3, 021101 (2008)

    Google Scholar 

  25. Podlubny, I.: Fractional Differential Equations. Academic, New York (1999)

    Google Scholar 

  26. Oldham, K.B., Spanier, J.: The Fractional Calculus (1974)

    Google Scholar 

  27. Cao, Y., Li, Y., Ren, W., Chen, Y.Q.: Distributed coordination of networked fractional-order systems. IEEE Trans. Syst. Man Cybernet. B 40(2), 362–370 (2010)

    Google Scholar 

  28. Bagley, R.L., Torvik, P.J.: On the fractional calculus model of viscoelastic behavior. J. Rheol. 30, 133–155 (1986)

    Google Scholar 

  29. Cao, Y., Ren, W.: Distributed formation control for fractional-order systems: Dynamic interaction and absolute/relative damping. Syst. Contr. Lett. 59(3–4), 233–240 (2010)

    Google Scholar 

  30. Merris, R.: Laplacian matrices of graphs: A survey. Linear Algebra Appl. 197, 143–176 (1994)

    Google Scholar 

  31. Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge University Press, Cambridge (1990)

    Google Scholar 

  32. Popov, V.M.: Hyperstability of Control Systems. Springer, New York (1973)

    Google Scholar 

  33. Sorrentino, F., di Bernardo, M., Garofalo, F., Chen, G.R.: Controllability of complex networks via pinning. Phys. Rev. E 75(4), 046103 (2007)

    Google Scholar 

  34. Nowak, M.A., Sigmund, K.: Evolutionary dynamics of biological games. Science, 303(5659), 793–799 (2004)

    Google Scholar 

  35. Hale, J.K., Lunel, V.: Introduction to Functional Differential Equations. Springer, New York (1993)

    Google Scholar 

  36. Liu, X., Chen, T.: Consensus problems in networks of agents under nonlinear protocols with directed interaction topology. Arxiv preprint arXiv:0804.3628 (2008)

    Google Scholar 

  37. Newman, M.E.J., Watts, D.J.: Scaling and percolation in the small-world network model. Phys. Rev. E 60(6), 7332–7342 (1999)

    Google Scholar 

  38. Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science, 286(5439) 509–512 (1999)

    Google Scholar 

  39. Yu, W.W., Chen, G.R., Cao, M.: Some necessary and sufficient conditions for second-order consensus in multi-agent dynamical systems. Automatica 46(6), 1089–1095 (2010)

    Google Scholar 

  40. Tian, Y.P., Yang, H.Y.: Stability of the internet congestion control with diverse delays. Automatica 40(9), 1533–1541 (2004)

    Google Scholar 

  41. Münz, U., Papachristodoulou, A., Allgower, F.: Generalized nyquist consensus condition for high-order linear multi-agent systems with communication delays. In: 48th Proceedings of the IEEE Conference on Decision Control, pp. 4765–4771. IEEE, New York (2009)

    Google Scholar 

  42. Malti R., Thomassin, M., et al.: Multivariable identification of continuous-time fractional system. In: International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, pp. 1187–1195, San Diego, California (2009)

    Google Scholar 

  43. Chen, Y.Q., Moore, K.L.: Analytical stability bound for a class of delayed fractional-order dynamic systems. Nonlinear Dyn. 29(1), 191–200 (2002)

    Google Scholar 

  44. Deng, W., Li, C., Lü, J.: Stability analysis of linear fractional differential system with multiple time delays. Nonlinear Dyn. 48(4), 409–416 (2007)

    Google Scholar 

  45. Lu, J.Q., Ho, D.W.C., Kurths, J.: Consensus over directed static networks with arbitrary communication delays. Phys. Rev. E 80(6), 066121 (2009)

    Google Scholar 

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Correspondence to Jianquan Lu .

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Lu, J., Shen, J., Cao, J., Kurths, J. (2013). Consensus of Networked Multi-agent Systems with Delays and Fractional-Order Dynamics. In: Kocarev, L. (eds) Consensus and Synchronization in Complex Networks. Understanding Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33359-0_4

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  • DOI: https://doi.org/10.1007/978-3-642-33359-0_4

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