A journal of IEEE and CAA , publishes high-quality papers in English on original theoretical/experimental research and development in all areas of automation
Volume 3 Issue 2
Apr.  2016

IEEE/CAA Journal of Automatica Sinica

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    CiteScore: 23.5, Top 2% (Q1)
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Article Contents
Mei Yu, Chuan Yan, Dongmei Xie and Guangming Xie, "Event-triggered Tracking Consensus with Packet Losses and Time-varying Delays," IEEE/CAA J. of Autom. Sinica, vol. 3, no. 2, pp. 165-173, 2016.
Citation: Mei Yu, Chuan Yan, Dongmei Xie and Guangming Xie, "Event-triggered Tracking Consensus with Packet Losses and Time-varying Delays," IEEE/CAA J. of Autom. Sinica, vol. 3, no. 2, pp. 165-173, 2016.

Event-triggered Tracking Consensus with Packet Losses and Time-varying Delays

Funds:

This work was supported by National Natural Science Foundation of China (61473337) and Fundamental Research Funds for the Central Universities (2015ZD13).

  • This paper mainly investigates the event-triggered tracking control for leader-follower multi-agent systems with the problems of packet losses and time-varying delays when both the first-order and the second-order neighbors' information are used. Event-triggered control laws are adopted to reduce the frequency of individual actuation updating under the sampleddata framework for discrete-time agent dynamics. The communication graph is undirected and the loss of data across each communication link occurs at certain probability, which is governed by a Bernoulli process. One numerical example is given to demonstrate the effectiveness of the proposed methods. It is found that the tracking consensus is sped up by using the second-order neighbors' information when packet losses and time-varying delays occur.

     

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  • [1]
    Su H S, Chen M Z Q, Wang X F, Lam J. Semiglobal observer-based leader-following consensus with input saturation. IEEE Transactions on Industrial Electronics, 2014, 61(6): 2842-2850
    [2]
    Su H S, Chen M Z Q, Lam J, Lin Z L. Semi-global leader-following consensus of linear multi-agent systems with input saturation via low gain feedback. IEEE Transactions on Circuits and Systems I: Regular Papers, 2013, 60(7): 1881-1889
    [3]
    He W, Cao J. Consensus control for high-order multi-agent systems. IET Control Theory and Applications, 2011, 5(1): 231-238
    [4]
    He W L, Han Q L, Qian F. Synchronization of heterogeneous dynamical networks via distributed impulsive control. In: Proceedings of the 40th Annual Conference of the IEEE Industrial Electronics Society. Dallas, TX: IEEE, 2014. 3713-3719
    [5]
    Olfati-Saber R, Murray R M. Consensus problems in networks of agents with switching topology and time-delays. IEEE Transactions on Automatic Control, 2004, 49(9): 1520-1533
    [6]
    Xiao L, Boyd S. Fast linear iterations for distributed averaging. Systems and Control Letters, 2004, 53(1): 65-78
    [7]
    Kokiopoulou E, Frossard P. Polynomial filtering for fast convergence in distributed consensus. IEEE Transactions on Signal Processing, 2009, 57(1): 342-354
    [8]
    Boyd S, Ghosh A, Prabhakar B, Shah D. Randomized gossip algorithms. IEEE Transactions on Information Theory, 2006, 52(6): 2508-2530
    [9]
    Jin Z P, Murray R M. Multi-hop relay protocols for fast consensus seeking. In: Proceedings of the 45th IEEE Conference on Decision and Control. San Diego, CA: IEEE, 2006. 1001-1006
    [10]
    Yuan D M, Xu S Y, Zhao H Y, Chu Y M. Accelerating distributed average consensus by exploring the information of second-order neighbors. Physics Letters A, 2010, 374(24): 2438-2445
    [11]
    Pan H, Nian X H, Guo L. Second-order consensus in multi-agent systems based on second-order neighbours' information. International Journal of Systems Science, 2014, 45(5): 902-914
    [12]
    Wang X F, Lemmon M D. Decentralized event-triggered broadcasts over networked control systems. In: Proceedings of the 11th International Workshop. St. Louis, MO, USA: Springer, 2008. 674-677
    [13]
    Wang X F, Lemmon M. On event design in event-triggered feedback systems. Automatica, 2011, 47(10): 2319-2322
    [14]
    Zhu W, Jiang Z P. Event-based leader-following consensus of multiagent systems with input time delay. IEEE Transactions on Automatic Control, 2015, 60(5): 1362-1367
    [15]
    Mu N K, Liao X F, Huang T W. Event-based consensus control for a linear directed multiagent system with time delay. IEEE Transactions on Circuits and Systems II: Express Briefs, 2015, 62(3): 281-285
    [16]
    Eqtami A, Dimarogonas D V, Kyriakopoulos K J. Event-triggered control for discrete-time systems. In: Proceedings of the 2010 American Control Conference. Baltimore, MD: IEEE, 2010. 4719-4724
    [17]
    Yin X X, Yue D, Hu S L. Distributed event-triggered control of discretetime heterogeneous multi-agent systems. Journal of the Franklin Institute, 2013, 350(3): 651-669
    [18]
    Wang S, An C J, Sun X X, Du X. Average consensus over communication channels with uniform packet losses. In: Proceedings of the 2010 Chinese Control and Decision Conference. Xuzhou, China: IEEE, 2010. 114-119
    [19]
    Fagnani F, Zampieri S. Randomized consensus algorithms over large scale networks. IEEE Journal on Selected Areas in Communications, 2008, 26(4): 634-649
    [20]
    Fagnani F, Zampieri S. Average consensus with packet drop communication. SIAM Journal of Control and Optimization, 2009, 48(1): 102-133 YU et al.: EVENT-TRIGGERED TRACKING CONSENSUS WITH PACKET LOSSES AND TIME-VARYING DELAYS 173
    [21]
    Wu J, Shi Y. Average consensus in multi-agent systems with timevarying delays and packet losses. In: Proceedings of the 2012 American Control Conference. Montreal, QC: IEEE, 2012. 1579-1584
    [22]
    Hatano Y, Mesbahi M. Agreement over random networks. IEEE Transactions on Automatic Control, 2005, 50(11): 1867-1872
    [23]
    Wu C W. Synchronization and convergence of linear dynamics in random directed networks. IEEE Transactions on Automatic Control, 2006, 51(7): 1207-1210
    [24]
    Porfiri M, Stilwell D J. Consensus seeking over random weighted directed graphs. IEEE Transactions on Automatic Control, 2007, 52(9): 1767-1773
    [25]
    Rong L, Xu S Y, Zhang B Y, Zou Y. Accelerating average consensus by using the information of second-order neighbours with communication delays. International Journal of Systems Science, 2013, 44(6): 1181- 1188
    [26]
    Kapila V, Haddad W M. Memoryless H1 controllers for discrete-time systems with time delay. Automatica, 1998, 34(9): 1141-1144
    [27]
    Yin X X, Yue D. Event-triggered tracking control for heterogeneous multi-agent systems with Markov communication delays. Journal of the Franklin Institute, 2013, 350(5): 1312-1334
    [28]
    Zhang Y, Tian Y P. Consensus of data-sampled multi-agent systems with random communication delay and packet loss. IEEE Transactions on Automatic Control, 2010, 55(4): 939-943
    [29]
    Wei R, Beard R W. Consensus seeking in multiagent systems under dynamically changing interaction topologies. IEEE Transactions on Automatic Control, 2005, 50(5): 655-661

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