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Robust H consensus control of uncertain multi-agent systems with time delays

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Abstract

This paper is devoted to the robust H consensus control of multi-agent systems with model parameter uncertainties and external disturbances. In particular, switching networks of multiple agents with general linear dynamics are considered, and uncertain communication delays are also taken into account. It shows that a sufficient condition in terms of linear matrix inequalities (LMIs) is derived for the robust consensus performance with a given H disturbance attenuation level, and meanwhile the unknown feedback matrix of the proposed distributed state feedback protocol is also determined. A numerical example is included to validate the theoretical results.

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References

  1. R. Olfati-Saber, “Flocking for multi-agent dynamic systems: algorithms and theory,” IEEE Trans. on Automatic Control, vol. 51, no. 3, pp. 401–420, March 2006.

    Article  MathSciNet  Google Scholar 

  2. Y. Liu and K. M. Passino, “Stability analysis of mdimensional asynchronous swarms with a fixed communication topology,” IEEE Trans. on Automatic Control, vol. 48, no. 1, pp. 76–95, January 2003.

    Article  MathSciNet  Google Scholar 

  3. D. Xue, J. Yao, G. Chen, and Y. Yu, “Formation control of networked multi-agent systems,” IET Control Theory and Applications, vol. 4, no. 10, pp. 2168–2176, October 2010.

    Article  MathSciNet  Google Scholar 

  4. F. Lian, “Cooperative path planning of dynamical multi-agent systems using differential flatness approach,” International Journal of Control, Automation, and Systems, vol. 6, no. 3, pp. 401–412, June 2008.

    MathSciNet  Google Scholar 

  5. A. Jadbabaie, J. Lin, and A. S. Morse, “Coordination of groups of mobile autonomous agents using nearest neighbor rules,” IEEE Trans. on Automatic Control, vol. 48, no. 6, pp. 988–1001, June 2003.

    Article  MathSciNet  Google Scholar 

  6. R. Olfati-Saber and R. M. Murray, “Consensus problems in networks of agents with switching topology and time-delays,” IEEE Trans. on Automatic Control, vol. 49, no. 9, pp. 1520–1533, September 2004.

    Article  MathSciNet  Google Scholar 

  7. W. Ren and R. W. Beard, “Consensus seeking in multiagent systems under dynamically changing interaction topologies,” IEEE Trans. on Automatic Control, vol. 50, no. 5, pp. 655–661, May 2005.

    Article  MathSciNet  Google Scholar 

  8. P. Lin and Y. Jia, “Average consensus in networks of multi-agents with both switching topology and coupling time-delay,” Physica A, vol. 387, no. 1, pp. 303–313, January 2008.

    Article  Google Scholar 

  9. Y. Sun, L. Wang, and G. Xie, “Average consensus in networks of dynamic agents with switching topologies and multiple time-varying delays,” Systems and Control Letters, vol. 57, no. 2, pp. 175–183, February 2008.

    Article  MATH  MathSciNet  Google Scholar 

  10. Z. Li, Z. Duan, G. Chen, and L. Huang, “Consensus of multiagent systems and synchronization of complex networks: a unified viewpoint,” IEEE Trans. on Circuits and Systems-I, vol. 57, no. 1, pp. 213–224, January 2010.

    Article  MathSciNet  Google Scholar 

  11. W. Ren, R. W. Beard, and D. B. Kingston, “Multiagent Kalman consensus with relative uncertainty,” Proc. of the American Control Conference, pp. 1865–1870, 2005.

  12. L. Xiao, S. Boyd, and S. Kim, “Distributed average consensus with least-mean-square deviation,” Journal of Parallel and Distributed Computing, vol. 67, no. 1, pp. 33–46, January 2007.

    Article  MATH  Google Scholar 

  13. Z. Li, Z. Duan, and L. Huang, “H control of networked multi-agent systems,” Journal of Systems Science and Complexity, vol. 22, no.1, pp. 35–48, March 2009.

    Article  MATH  MathSciNet  Google Scholar 

  14. P. Lin, Y. Jia, and L. Li, “Distributed robust H consensus control in directed networks of agents with time-delay,” Systems and Control Letters, vol. 57, no. 8, pp. 643–653, August 2008.

    Article  MATH  MathSciNet  Google Scholar 

  15. Y. Liu, Y. Jia, J. Du, and S. Yuan, “Dynamic output feedback control for consensus of multi-agent systems: an H approach,” Proc. of the American Control Conference, pp. 4470–4475, 2009.

  16. Y. Liu and Y. Jia, “H consensus control of multiagent systems with switching topology: a dynamic output feedback protocol,” International Journal of Control, vol. 83, no. 3, pp. 527–537, March 2010.

    Article  MATH  MathSciNet  Google Scholar 

  17. T. Li and J. Zhang, “Consensus conditions of multiagent systems with time-varying topologies and stochastic communication noises,” IEEE Trans. on Automatic Control, vol. 55, no. 9, pp. 2043–2057, September 2010.

    Article  Google Scholar 

  18. Y. Liu and Y. Jia, “Consensus problem of highorder multi-agent systems with external disturbances: an H analysis approach,” International Journal of Robust and Nonlinear Control, vol. 20, no. 14, pp. 1579–1593, September 2010.

    Article  MATH  MathSciNet  Google Scholar 

  19. Y. Jia, Robust H Control (in Chinese), Science Press, Beijing, 2007.

    Google Scholar 

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Correspondence to Yang Liu.

Additional information

Recommended by Editorial Board member Wen-Hua Chen under the direction of Editor Zengqi Sun.

This work is supported by the NSFC (61104147, 61134005, 61104011, 60921001, 90916024, 91116016), the National 973 Program (2012CB821200).

Yang Liu received her B.S. degree in mathematics and her Ph.D. degree in Control Theory and Applications both from Beihang University (BUAA), Beijing, China, in 2005 and 2010, respectively. In 2010, she joined the Seventh Research Division and the Department of Systems and Control at Beihang University, where she is currently a lecturer of automatic control. Her research interests include multi-agent systems and neural networks.

Yingmin Jia received his B.S. degree in Control Theory from Shandong University, Ji’nan, China, in January 1982, and his M.S. and Ph.D. degrees both in Control Theory and Applications from Beihang University (BUAA), Beijing, China, in 1990 and 1993, respectively. In 1993, he joined the Seventh Research Division at Beihang University, where he is currently Professor of automatic control. From February 1995 until February 1996 he was a visiting professor with the Institute of Robotics and Mechatronics of the German Aerospace Center (DLR), Oberpfaffenhofen, Germany. He held an Alexander von Humboldt (AvH) research fellowship with the Institute of Control Engineering at the Technical University Hamburg-Harburg, Hamburg, Germany, from December 1996 until March 1998, and a JSPS research fellowship with the Department of Electrical and Electronic Systems at the Osaka Prefecture University, Osaka, Japan, from March 2000 until March 2002. He was a visiting professor with the Department of Statistics at the University of California Berkeley from December 2006 until March 2007. His current research interests include robust control, adaptive control and intelligent control, and their applications in industrial processes and vehicle systems. He is author and co-author of numerous papers and of the book “Robust H Control” (Science Press 2007).

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Liu, Y., Jia, Y. Robust H consensus control of uncertain multi-agent systems with time delays. Int. J. Control Autom. Syst. 9, 1086–1094 (2011). https://doi.org/10.1007/s12555-011-0609-1

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