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Distributed Time-Varying Formation Tracking Analysis and Design for Second-Order Multi-Agent Systems

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Abstract

Distributed time-varying formation tracking analysis and design problems for second-order multi-agent systems with one leader are studied respectively, where the states of followers form a predefined time-varying formation while tracking the state of the leader. Different from the previous results on formation tracking control, the formation for the followers can be described by specified time-varying vectors and the trajectory of the leader can also be time-varying. A distributed formation tracking protocol is constructed using only neighboring relative information. Necessary and sufficient conditions for second-order multi-agent systems with one leader to achieve time-varying formation tracking are proposed by utilizing the properties of the Laplacian matrix, where the formation tracking feasibility constraint is also given. An approach to design the formation tracking protocol is proposed by solving an algebraic Riccati equation. The presented results can be applied to deal with the target enclosing problems and consensus tracking problems for second-order multi-agent systems with one target/leader. An application in the target enclosing of multiple vehicles is provided to demonstrate the effectiveness of the theoretical results.

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References

  1. Hurtado, J.E., Robinett, R.D.III, Dohrmann, C.R., Goldsmith, S.Y.: Decentralized control for a swarm of vehicles performing source localization. J. Intell. R.bot. Syst. 41(1), 1–18 (2004)

    Article  Google Scholar 

  2. Yan, W.S., Fang, X.P., Li, J.B.: Formation optimization for AUV localization with range-dependent measurements noise. IEEE Commun. Lett. 18(9), 1579–1582 (2014)

    Article  Google Scholar 

  3. Han, J.L., Chen, Y.Q.: Multiple UAV formations for cooperative source seeking and contour mapping of a radiative signal field. J. Intell. Robot. Syst. 74(1–2), 323–332 (2014)

    Article  Google Scholar 

  4. Zhu, S.Q., Wang, D.W., Low, C.B.: Cooperative control of multiple UAVs for moving source seeking. J. Intell. Robot. Syst. 74(1), 333–346 (2014)

    Article  Google Scholar 

  5. Okolo, W., Dogan, A., Blake, W.: Effect of trail aircraft trim on optimum location in formation flight. J. Aircr. 52(4), 1201–1213 (2015)

    Article  Google Scholar 

  6. Kothari, M., Sharma, R., Postlethwaite, I., Beard, R.W., Pack, D.: Cooperative target-capturing with incomplete target information. J. Intell. Robot. Syst. 72(3), 373–384 (2013)

    Article  Google Scholar 

  7. Zhang, M.F., Liu, H.H.T.: Cooperative tracking a moving target using multiple fixed-wing UAVs. J. Intell. Robot. Syst.. In: press. doi:10.1007/s10846-015-0236-9 (2015)

  8. Bai, H., Wen, J.T.: Cooperative load transport: a formation-control perspective. IEEE Trans. Robot. 26(4), 742–750 (2010)

    Article  Google Scholar 

  9. Oh, K.K., Park, M.C., Ahn, H.S.: A survey of multi-agent formation control. Automatica 53, 424–440 (2015)

    Article  MathSciNet  Google Scholar 

  10. Dong, X.W.: Formation and containment control for high-order linear swarm systems. Springer, Berlin (2015)

    Google Scholar 

  11. Ren, W.: Consensus strategies for cooperative control of vehicle formations. IET Contr. Theory Appl. 1(2), 505–512 (2007)

    Article  Google Scholar 

  12. Oh, K.K., Ahn, H.S.: Formation control and network localization via orientation alignment. IEEE Trans. Autom. Control 59(2), 540–545 (2014)

    Article  MathSciNet  Google Scholar 

  13. Lin, Z.Y., Wang, L.L., Han, Z.M., Fu, M.Y.: Distributed formation control of multi-agent systems using complex Laplacian. IEEE Trans. Autom. Control 59(7), 1765–1777 (2014)

    Article  MathSciNet  Google Scholar 

  14. Wang, C., Xie, G.M., Cao, M.: Forming circle formations of anonymous mobile agents with order preservation. IEEE Trans. Autom. Control 58(12), 3248–3254 (2013)

    Article  Google Scholar 

  15. Hawwary, M.E.: Three-dimensional circular formations via set stabilization. Automatica 54, 374–381 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  16. Antonelli, G., Arrichiello, F., Caccavale, F., Marino, A.: Decentralized time-varying formation control for multi-robot systems. Int. J. Robot. Res.. In: press. doi:10.1177/0278364913519149(2014)

  17. Xie, G.M., Wang, L.: Moving formation convergence of a group of mobile robots via decentralised information feedback. Int. J. Syst. Sci. 40(10), 1019–1027 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  18. Liu, C.L., Tian, Y.P.: Formation control of multi-agent systems with heterogeneous communication delays. Int. J. Syst. Sci. 40(6), 627–636 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  19. Guo, M., Zavlanos, M.M., Dimarogonas, D.V.: Controlling the relative agent motion in multi-agent formation stabilization. IEEE Trans. Autom. Control 59(3), 820–826 (2014)

    Article  MathSciNet  Google Scholar 

  20. Dong, W.J.: Robust formation control of multiple wheeled mobile robots. J. Intell. Robot. Syst. 62 (3), 547–565 (2011)

    Article  MATH  Google Scholar 

  21. Dong, X.W., Yu, B.C., Shi, Z.Y., Zhong, Y.S.: Time-varying formation control for unmanned aerial vehicles: Theories and applications. IEEE Trans. Control Syst. Technol. 23(1), 340–348 (2015)

    Article  Google Scholar 

  22. Dong, X.W., Zhou, Y., Ren, Z., Zhong, Y.S.: Time-varying formation control for unmanned aerial vehicles with switching interaction topologies. Control Eng. Practice 46, 26–36 (2016)

    Article  Google Scholar 

  23. Wu, Z.P., Guan, Z.H., Wu, X.Y., Li, T.: Consensus based formation control and trajectory tracing of multi-agent robot systems. J. Intell. Robot. Syst. 48(3), 397–410 (2007)

    Article  Google Scholar 

  24. Ren, W., Sorensen, N.: Distributed coordination architecture for multi-robot formation control. Robot. Auton. Syst. 56(4), 324–333 (2008)

    Article  MATH  Google Scholar 

  25. Guo, J., Yan, G.F., Lin, Z.Y.: Local control strategy for moving-target-enclosing under dynamically changing network topology. Syst. Control Lett. 59(10), 654–661 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  26. Mylvaganam, T., Astolfi, A.: A Differential Game Approach to Formation Control for a Team of Agents with One Leader. In: Proceeding of the American Control Conference (2015)

  27. Yoo, S.J., Park, J.B., Choi, Y.H.: Adaptive formation tracking control of electrically driven multiple mobile robots. IET Contr. Theory Appl. 4(8), 1489–1500 (2010)

    Article  Google Scholar 

  28. Yoo, S.J., Park, B.S.: Formation tracking control for a class of multiple mobile robots in the presence of unknown skidding and slipping. IET Contr. Theory Appl. 7(5), 635–645 (2013)

    Article  MathSciNet  Google Scholar 

  29. Guo, W.L., Lv, J.H., Chen, S.H., Yu, X.H.: Second-order tracking control for leaderCfollower multi-agent flocking in directed graphs with switching topology. Syst. Control Lett. 60(12), 1051–1058 (2011)

    Article  MATH  Google Scholar 

  30. Hong, Y.G., Chen, G.R., Bushnell, L.: Distributed observers design for leader-following control of multi-agent networks. Automatica 44(3), 846–850 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  31. Ma, C.Q., Zhang, J.F.: Necessary and sufficient conditions for consensusability of linear multi-agent systems. IEEE Trans. Autom. Control 55(5), 1263–1268 (2010)

    Article  MathSciNet  Google Scholar 

  32. Li, Z.K., Duan, Z.S., Chen, G.R., Huang, L.: Consensus of multiagent systems and synchronization of complex networks: a unified viewpoint. IEEE Trans. Circuits Syst. I-Regul. Pap. 57(1), 213–224 (2010)

    Article  MathSciNet  Google Scholar 

  33. Godsil, C., Royle, G.: Algebraic Graph Theory. Springer, New York (2001)

    Book  MATH  Google Scholar 

  34. Shi, J.T., He, X., Wang, Z.D., Zhou, D.H.: Iterative consensus for a class of second-order multi-agent systems. J. Intell. Robot. Syst. 73(1), 655–664 (2014)

    Article  Google Scholar 

  35. Meng, Z.Y., Ren, W., You, Z.: Distributed finite-time attitude containment control for multiple rigid bodies. Automatica 46(12), 2092–2099 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  36. Zahreddine, Z., El-Shehawey, E.F.: On the stability of a system of differential equations with complex coefficients. Indian. J. Pure Appl. Math. 19(10), 963–972 (1988)

    MathSciNet  MATH  Google Scholar 

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Correspondence to Qingdong Li.

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Dong, X., Xiang, J., Han, L. et al. Distributed Time-Varying Formation Tracking Analysis and Design for Second-Order Multi-Agent Systems. J Intell Robot Syst 86, 277–289 (2017). https://doi.org/10.1007/s10846-016-0421-5

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  • DOI: https://doi.org/10.1007/s10846-016-0421-5

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