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2016 | OriginalPaper | Buchkapitel

9. Application of Fractional-Order Calculus in a Class of Multi-agent Systems

verfasst von : Wenwu Yu, Guanghui Wen, Yang Li

Erschienen in: Complex Systems and Networks

Verlag: Springer Berlin Heidelberg

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Abstract

This chapter is concerned with fractional-order consensus problem in multi-agent systems. A brief introduction of fractional-order calculus is given in Sect. 9.1. The design of observer for consensus of a linear fractional-order multi-agent system is discussed in Sect. 9.2. Section 9.3 considers a multi-agent system consisting of second-order leader and fractional-order followers where a necessary and sufficient condition of tracking consensus is derived by using only the relative local position information of neighboring agents. The stabilization consensus problem of uncertain fractional-order multi-agent system is investigated in Sect. 9.4.

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Literatur
1.
Zurück zum Zitat Yu, W., Chen, G., Wang, Z., Yang, W.: Distributed consensus filtering in sensor networks. IEEE Trans. Syst. Man Cybern.-Part B 39(6), 1568–1577 (2009)CrossRef Yu, W., Chen, G., Wang, Z., Yang, W.: Distributed consensus filtering in sensor networks. IEEE Trans. Syst. Man Cybern.-Part B 39(6), 1568–1577 (2009)CrossRef
3.
Zurück zum Zitat Reynolds, C.: Flocks, herds and schools: a distributed behavioral model. Comput. Graph. 21(4), 25–34 (1987)CrossRef Reynolds, C.: Flocks, herds and schools: a distributed behavioral model. Comput. Graph. 21(4), 25–34 (1987)CrossRef
4.
Zurück zum Zitat Vicsek, T., Czirk, 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)CrossRef Vicsek, T., Czirk, 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)CrossRef
5.
Zurück zum Zitat Li, Z., Duan, Z., Chen, G., Huang, L.: Consensus of multiagent systems and sychronization of complex networks: a unified viewpoint. IEEE Trans. Circuits Syst. I: Regul. Pap. 57(1), 213–224 (2010)MathSciNetCrossRef Li, Z., Duan, Z., Chen, G., Huang, L.: Consensus of multiagent systems and sychronization of complex networks: a unified viewpoint. IEEE Trans. Circuits Syst. I: Regul. Pap. 57(1), 213–224 (2010)MathSciNetCrossRef
6.
Zurück zum Zitat Wen, G., Duan, Z., Li, Z., Chen, G.: Consensus tracking of nonlinear multi-agent systems with switching directed topologies. In: The 12th International Conference on Control Automation Robotics and Vision, pp. 889–894 (2012) Wen, G., Duan, Z., Li, Z., Chen, G.: Consensus tracking of nonlinear multi-agent systems with switching directed topologies. In: The 12th International Conference on Control Automation Robotics and Vision, pp. 889–894 (2012)
7.
Zurück zum Zitat Zhao, Y., Duan, Z., Chen, G.: Finite-time consensus tracking for multi-agent systems with settling time estimation. In: The 33rd Chinese Control Conference, pp. 1132–1137 (2014) Zhao, Y., Duan, Z., Chen, G.: Finite-time consensus tracking for multi-agent systems with settling time estimation. In: The 33rd Chinese Control Conference, pp. 1132–1137 (2014)
8.
Zurück zum Zitat Wen, G., Duan, Z., Chen, G., Yu, W.: Consensus tracking of multi-agent systems with Lipschitz-type node dynamics and switching topologies. IEEE Trans. Circuits Syst. I: Regul. Pap. 61(2), 499–511 (2014)MathSciNetCrossRef Wen, G., Duan, Z., Chen, G., Yu, W.: Consensus tracking of multi-agent systems with Lipschitz-type node dynamics and switching topologies. IEEE Trans. Circuits Syst. I: Regul. Pap. 61(2), 499–511 (2014)MathSciNetCrossRef
9.
Zurück zum Zitat Li, Z., Duan, Z., Xie, L., Liu, X.: Distributed robust control of linear multi-agent systems with parameter uncertainties. Int. J. Control 85(8), 1039–1050 (2012)MathSciNetCrossRefMATH Li, Z., Duan, Z., Xie, L., Liu, X.: Distributed robust control of linear multi-agent systems with parameter uncertainties. Int. J. Control 85(8), 1039–1050 (2012)MathSciNetCrossRefMATH
10.
Zurück zum Zitat Hong, Y., Hu, J., Gao, L.: Tracking control for multi-agent consensus with an active leader and variable topology. Automatica 42(7), 1177–1182 (2006)MathSciNetCrossRefMATH Hong, Y., Hu, J., Gao, L.: Tracking control for multi-agent consensus with an active leader and variable topology. Automatica 42(7), 1177–1182 (2006)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Ren, W., Beard, R.: On consensus algorithms for double-integrator dynamics. IEEE Trans. Autom. Control 53(6), 77–104 (2008)CrossRef Ren, W., Beard, R.: On consensus algorithms for double-integrator dynamics. IEEE Trans. Autom. Control 53(6), 77–104 (2008)CrossRef
12.
Zurück zum Zitat Ren, W., Atkins, E.: Distributed multi-vehicle coordinated control via local information exchange. Int. J. Robust Nonlinear Control 17(10–11), 1002–1033 (2007)MathSciNetCrossRefMATH Ren, W., Atkins, E.: Distributed multi-vehicle coordinated control via local information exchange. Int. J. Robust Nonlinear Control 17(10–11), 1002–1033 (2007)MathSciNetCrossRefMATH
13.
Zurück zum Zitat Hu, G.: Robust consensus tracking of a class of second-order multi-agent dynamic systems. In: IEEE Conference on Decision and Control, pp. 3214–3220 (2010) Hu, G.: Robust consensus tracking of a class of second-order multi-agent dynamic systems. In: IEEE Conference on Decision and Control, pp. 3214–3220 (2010)
14.
Zurück zum Zitat Yu, W., Chen, G., Cao, M.: Some necessary and sufficient conditions for second-order consensus in multi-agent dynamical systems. Automatica 46(6), 1089–1095 (2010)MathSciNetCrossRefMATH Yu, W., Chen, G., Cao, M.: Some necessary and sufficient conditions for second-order consensus in multi-agent dynamical systems. Automatica 46(6), 1089–1095 (2010)MathSciNetCrossRefMATH
15.
Zurück zum Zitat Yu, W., Chen, G., Cao, M., Kurths, J.: Second-order consensus for multi-agent systems with directed topologies and nonlinear dynamics. IEEE Trans. Syst. Man Cybern.-Part B 40(3), 881–891 (2010)CrossRef Yu, W., Chen, G., Cao, M., Kurths, J.: Second-order consensus for multi-agent systems with directed topologies and nonlinear dynamics. IEEE Trans. Syst. Man Cybern.-Part B 40(3), 881–891 (2010)CrossRef
16.
Zurück zum Zitat Bagley, R., Torvik, P.: On the fractional calculus model of viscoelastic behavior. J. Rheol. 30(1), 133–155 (1986)CrossRef Bagley, R., Torvik, P.: On the fractional calculus model of viscoelastic behavior. J. Rheol. 30(1), 133–155 (1986)CrossRef
17.
Zurück zum Zitat Cao, Y., Li, Y., Ren, W., Chen, Y.: Distributed coordination of networked fractional-order systems. IEEE Trans. Syst. Man Cybern.-Part B 40(2), 362–370 (2010)CrossRef Cao, Y., Li, Y., Ren, W., Chen, Y.: Distributed coordination of networked fractional-order systems. IEEE Trans. Syst. Man Cybern.-Part B 40(2), 362–370 (2010)CrossRef
18.
Zurück zum Zitat Cao, Y., Ren, W.: Distributed formation control for fractional-order systems: dynamic interaction and absolute/relative damping. Syst. Control Lett. 59(3–4), 233–240 (2010)MathSciNetCrossRefMATH Cao, Y., Ren, W.: Distributed formation control for fractional-order systems: dynamic interaction and absolute/relative damping. Syst. Control Lett. 59(3–4), 233–240 (2010)MathSciNetCrossRefMATH
19.
Zurück zum Zitat Li, J., Lu, J.G., Chen, Y.: Robust decentralized control of perturbed fractional-order linear interconnected systems. Comput. Math. Appl. 66(5), 844–859 (2013)MathSciNetCrossRef Li, J., Lu, J.G., Chen, Y.: Robust decentralized control of perturbed fractional-order linear interconnected systems. Comput. Math. Appl. 66(5), 844–859 (2013)MathSciNetCrossRef
20.
Zurück zum Zitat Moze, M., Sabatier, J., Oustaloup, A.: LMI tools for stability analysis of fractional systems. In: 20th ASME IEDTC/CIE. Long Beach, California, USA (2005) Moze, M., Sabatier, J., Oustaloup, A.: LMI tools for stability analysis of fractional systems. In: 20th ASME IEDTC/CIE. Long Beach, California, USA (2005)
21.
Zurück zum Zitat Sabatier, J., Moze, M., Farges, C.: On stability of fractional order systems. In: Third IFAC Workshop on Fractional Differentiation and its Applications FDA’08. Ankara, Turkey (2008) Sabatier, J., Moze, M., Farges, C.: On stability of fractional order systems. In: Third IFAC Workshop on Fractional Differentiation and its Applications FDA’08. Ankara, Turkey (2008)
22.
Zurück zum Zitat Zhang, H., Feng, G., Yan, H., Chen, Q.: Observer based output feedback even-triggered control for consensus of multi-agent system. IEEE Trans. Ind. Electron. 61(9), 4885–4894 (2014)CrossRef Zhang, H., Feng, G., Yan, H., Chen, Q.: Observer based output feedback even-triggered control for consensus of multi-agent system. IEEE Trans. Ind. Electron. 61(9), 4885–4894 (2014)CrossRef
23.
Zurück zum Zitat Zhang, Y., Gao, L., Tong, C.: On distributed reduced-order observer-based protocol for linear multi-agent consensus under switching topology. Abstr. Appl. Anal., Article ID 793276 (2013) Zhang, Y., Gao, L., Tong, C.: On distributed reduced-order observer-based protocol for linear multi-agent consensus under switching topology. Abstr. Appl. Anal., Article ID 793276 (2013)
24.
Zurück zum Zitat Zhao, Y., Wen, G., Duan, Z., Xu, X., Chen, G.: A new observer type consensus protocol for linear multi-agent dynamical systems. Asian J. Control 15(3), 1–12 (2013)MathSciNetMATH Zhao, Y., Wen, G., Duan, Z., Xu, X., Chen, G.: A new observer type consensus protocol for linear multi-agent dynamical systems. Asian J. Control 15(3), 1–12 (2013)MathSciNetMATH
25.
Zurück zum Zitat Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge University Press, Cambridge (1985)CrossRefMATH Horn, R.A., Johnson, C.R.: Matrix Analysis. Cambridge University Press, Cambridge (1985)CrossRefMATH
26.
Zurück zum Zitat Brualdi, R.A., Ryser, H.J.: Combinatorial Matrix Theory. Cambridge University Press, Cambridge (1991)CrossRefMATH Brualdi, R.A., Ryser, H.J.: Combinatorial Matrix Theory. Cambridge University Press, Cambridge (1991)CrossRefMATH
27.
Zurück zum Zitat Bernstein, D.: Matrix Mathematics: Theory, Facts, and Formulas. Princeton University Press, Princeton (2009)CrossRef Bernstein, D.: Matrix Mathematics: Theory, Facts, and Formulas. Princeton University Press, Princeton (2009)CrossRef
28.
Zurück zum Zitat Fuentes-Fernndez, R., Guijarro, M., Pajares, G.: A multi-agent system architecture for sensor networks. Sensors 9(12), 10244–10269 (2009)CrossRefMATH Fuentes-Fernndez, R., Guijarro, M., Pajares, G.: A multi-agent system architecture for sensor networks. Sensors 9(12), 10244–10269 (2009)CrossRefMATH
Metadaten
Titel
Application of Fractional-Order Calculus in a Class of Multi-agent Systems
verfasst von
Wenwu Yu
Guanghui Wen
Yang Li
Copyright-Jahr
2016
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-47824-0_9

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