Skip to main content
Log in

Output Regulation of Linear Singular Multi-Agent Systems

  • Published:
Circuits, Systems, and Signal Processing Aims and scope Submit manuscript

Abstract

This paper considers the output regulation problem of linear singular multi-agent systems by using both state feedback control and time-delay feedback control. Sufficient conditions for the output regulation problem of singular multi-agent systems are proposed by adopting restricted system equivalence properties under the state feedback control strategy. A reduced-order normal system is obtained by a standard coordinate transformation. It is shown that state feedback control can solve the output regulation problem of the reduced-order normal systems and the original singular multi-agent systems. Numerical examples are presented to illustrate the effectiveness of the proposed method.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. B. Castillo-Toledo, E. Nnez-Prez, On the regulator problem for a class of LTI systems with delays. Kybernetika 39(4), 415–432 (2003)

    MathSciNet  Google Scholar 

  2. D. Cobb, Controllability, observability and duality in singular systems. IEEE Trans. Autom. Control 29(3), 1076–1082 (1984)

    Article  MathSciNet  Google Scholar 

  3. L. Dai, Singular Control Systems (Springer, Berlin, 1989)

    Book  MATH  Google Scholar 

  4. E. Davison, The robust control of a servomechanism problem for linear time-invariant multivariable systems. IEEE Trans. Autom. Control 21(1), 25–34 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  5. B. Francis, The linear multivariable regulator problem. SIAM J. Control Optim. 15(3), 486–505 (1977)

    Article  MathSciNet  MATH  Google Scholar 

  6. B. Francis, W. Wonham, The internal model principle of control theory. Automatica 12(5), 457–465 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  7. D.J. Hill, I.M.Y. Mareels, Stability theory for differential/algebraic systems with application to power systems. IEEE Trans. Circuits Syst. 37(11), 1416–1423 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  8. Y.G. Hong, X.L. Wang, Z.P. Jiang, in Multi-Agent Coordination with General Linear Models: A Distributed Output Regulation Approach. Proceedings of the 8th IEEE International Conference on Control and Automation, Xiamen, China, pp. 137—142 (2010)

  9. J. Huang, Remarks on synchronized output regulation of linear networked sysems. IEEE Trans. Autom. Control 56(3), 630–631 (2011)

    Article  Google Scholar 

  10. J. Huang, in Cooperative Output Regulation of Multi-Agent Systems. Proceedings of the 10th World Congress on Intelligent Control and Automation. Beijing, China, pp. 978–983 (2012)

  11. J. Huang, Nonlinear Output Regulation: Theory and Applications (SIAM, Philadelphia, 2004)

    Book  MATH  Google Scholar 

  12. J. Huang, J.F. Zhang, Impulse-free output regulation of singular nonlinear systems. Int. J. Control 71(5), 789–806 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  13. F.L. Lewis, A survey of linear singular systems. Circuit Syst. Signal Process. 5(1), 3–36 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  14. W. Lin, L. Dai, Solutions to the output regulation problem of linear singular systems. Automatica 32(12), 1713–1718 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  15. M.B. Lu, J. Huang, in Output Regulation Problem for Linear Time-Delay Systems. Proceedings of the 4th Annual IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems, Hong Kong, China, pp. 274–279 (2014)

  16. M.B. Lu, J. Huang, Robust output regulation problem for linear time-delay systems. Int. J. Control 88(6), 1236–1245 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  17. M.B. Lu, J. Huang, in Cooperative Output Regulation Problem for Linear Time-Delay Multi-Agent Systems Under Switching Network. Proceedings of the 33rd Chinese Control Conference, Nanjing, China, pp. 3515–3520 (2014)

  18. D.G. Luenberger, A. Arbel, Singular dynamic Leontief systems. Econometrica 45(4), 991–995 (1977)

    Article  MATH  Google Scholar 

  19. D.A. Marcus, Graph Theory: A Problem Oriented Approach (Mathematical Association of America, Washington, DC, 2008)

    MATH  Google Scholar 

  20. C.Y. Qi, in On the Condition for Consensusability of Multi-Agent Systems with Singular Agent Dynamics. Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, Xiamen, China, pp. 47–49 (2011)

  21. Z. Qu, Cooperative Control of Dynamic Systems: Application to Autonomous Vehicles (Springer, London, 2009)

    MATH  Google Scholar 

  22. H.H. Rosenbrock, Structure properties of linear dynamical system. Int. J. Control 20(2), 191–202 (1974)

    Article  MATH  Google Scholar 

  23. S.S. Sastry, C.A. Desoer, Jump behavior of circuits and systems. IEEE Trans. Circuits Syst. 28(12), 1109–1124 (1981)

    Article  MathSciNet  MATH  Google Scholar 

  24. Y.F. Su, J. Huang, Cooperative output regulation of a linear multi-agent system. IEEE Trans. Autom. Control 57(4), 1062–1066 (2012)

    Article  MathSciNet  Google Scholar 

  25. Y.F. Su, J. Huang, Cooperative output regulation of linear multi-agent systems by output feedback. Syst. Control Lett. 61(12), 1248–1253 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  26. Y.F. Su, J. Huang, Cooperative output regulation with application to multi-agent consensus under switching network. IEEE Trans. Syst. Man Cybern. Part B Cybern. 42(3), 864–875 (2012)

    Article  Google Scholar 

  27. Y.F. Su, J. Huang, in Cooperative Robust Output Regulation of Linear Uncertain Multi-Agent Systems. Proceedings of the 10th World Congress on Intelligent Control and Automation, Beijing, China, pp. 1299–1304 (2012)

  28. X.L. Wang, Y.G. Hong, A distributed control approach to a robust output regulation problem for multi-agent linear systems. IEEE Trans. Autom. Control 55(22), 2891–2895 (2010)

    Article  MathSciNet  Google Scholar 

  29. N. Wong, C.K. Chun, A fast passivity test for stable descriptor systems via skew-Hamiltonian matrix pencil transformations. IEEE Trans. Circuits Syst. I Regul. Pap. 55(2), 635–643 (2008)

    Article  MathSciNet  Google Scholar 

  30. J. Xiang, W. Wei, Y. Li, Synchronization output regulation of linear network systems. IEEE Trans. Autom. Control 56(6), 1336–1341 (2009)

    Article  Google Scholar 

  31. S.Y. Xu, J. Lam, New positive realness conditions for uncertain discrete descriptor systems: analysis and synthesis. IEEE Trans. Circuits Syst. I Regul. Pap. 51(9), 1897–1905 (2004)

    Article  MathSciNet  Google Scholar 

  32. C.Y. Yang, Q.L. Zhang, Y.P. Lin, L.N. Zhou, Positive realness and absolute stability problem of descriptor systems. IEEE Trans. Circuits Syst. I Regul. Pap. 54(5), 1142–1149 (2007)

    Article  MathSciNet  Google Scholar 

  33. X.R. Yang, R.Z. Zhang, X. Zhang, in Regulation of Rectangular Descriptor Systems with Constrained States and Controls. Proceedings of the 22nd Chinese Conference in Decision Control, Xuzhou, China, pp. 1005–1010 (2010)

  34. X.R. Yang, X. Zhang, in Constrained Regulation of Linear Continuous-Time Descriptor Systems. Proceedings of the 4th International Conference in Optimization and Control with Applications, pp. 561–571 (2009)

  35. R.Z. Zhang, X.R. Yang, X. Zhang, in Fault-Tolerant \(H_{\infty }\) Control for Discrete Descriptor Linear Systems with Time Delay. Proceedings of the 21st Chinese Conference in Decision Control, Guilin, China, pp. 3788–3793 (2009)

  36. X. Zhang, X.R. Yang, Y. Liu, in Reliable Control of Uncertain Delayed Discrete-Time Systems with SQC. Proceedings of the 29th Chinese Control Conference, Beijing, China, pp. 2029–2033 (2010)

Download references

Acknowledgments

This work was supported by the National Natural Science Foundation of China (Grant Nos. 61374083 and 61203025), the China National Funds for Distinguished Young Scientists (Grant No. 61425009), the Zhejiang Provincial Science and Technology Department Project(Grant No. 2014C31082), and the 521 Talent Project of Zhejiang Sci-Tech University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jinfeng Gao.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gao, J., Xu, Y. & Lu, R. Output Regulation of Linear Singular Multi-Agent Systems. Circuits Syst Signal Process 36, 931–946 (2017). https://doi.org/10.1007/s00034-016-0343-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00034-016-0343-2

Keywords

Navigation