Abstract
Cooperative collective behaviors in networks of autonomous agents, such as synchronization, consensus, swarming, and particularly flocking, have received considerable attention in recent years, with many significant results established. This chapter briefly reviews part of distributed coordination control of general mobile multi-agent systems, including consensus, formation control, and distributed estimation-control of networked multi-agent systems. To that end, some important and promising future research issues are listed and briefly discussed.
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References
Ajorlou, A., Momeni, A., Aghdam, A.G.: A class of bounded distributed control strategies for connectivity preservation in multi-agent systems. IEEE Trans. Auto. Contr. 55(12), 2828–2833 (2010)
Akar, M., Shorten, R.: Distributed probabilistic synchronization algorithms for communication networks. IEEE Trans. Auto. Contr. 53(1), 389–393 (2008)
Angeli, D., Bliman, P.A.: Convergence speed of unsteady distributed consensus: Decay estimate along the settling spanning-trees. SIAM J. Contr. Optim. 48(1), 1–32 (2009)
Arenas, A., Diaz-Guilera, A., Kurths, J., Moreno, Y., Zhou, C.: Synchronization in complex networks. Phys. Rep. 468(3), 93–153 (2008)
Bai, H., Arcak, M., Wen, J.: Cooperative Control Design: A Systematic, Passivity-Based Approach. Springer, Berlin (2011)
Barnes, L.E., Fields, M.A., Valavanis, K.P.: Swarm formation control utilizing elliptical surfaces and limiting functions. IEEE Trans. Syst. Man Cybernet. B 39(6), 1434–1445 (2009)
Bliman, P.A., Ferrari-Trecate, G.: Average consensus problems in networks of agents with delayed communications. Automatica 44(8), 1985–1995 (2008)
Bullo, F., Cortes, J., Martnez, S.: Distributed Control of Robotic Networks. Princeton University Press, Princeton (2009)
Cao, J., Chen, G., Li, P.: Global synchronization in an array of delayed neural networks with hybrid coupling. IEEE Trans. Syst. Man. Cybernet. B 38(2), 488–498 (2008)
Cao, Y., Ren, W.: Multi-vehicle coordination for double-integrator dynamics under fixed undirected/directed interaction in a sampled-data setting. Int. J. Robust Nonlinear Contr. 20, 987–1000 (2010)
Cao, Y., Ren, W.: Distributed coordinated tracking with reduced interaction via a variable structure approach. IEEE Trans. Auto. Contr. 57(1), 33–48 (2012)
Cao, Y., Ren, W., Li, Y.: Distributed discrete-time coordinated tracking with a time-varying reference state and limited communication. Automatica 45(5), 1299–1305 (2009)
Cao, Y., Ren, W., Meng, Z.: Decentralized finite-time sliding mode estimators and their applications in decentralized finite-time formation tracking. Syst. Contr. Lett. 59(9), 522–529 (2010)
Carli, R., Bullo, F.: Quantized coordination algorithms for rendezvous and deployment. SIAM J. Contr. Optim. 48(3), 1251–1274 (2009)
Chen, G., Lewis, F.L.: Distributed adaptive tracking control for synchronization of unknown networked lagrangian systems. IEEE Trans. Syst. Man Cybernet. B 41(3), 805–816 (2011)
Choi, J., Oh, S., Horowitz, R.: Distributed learning and cooperative control for multi-agent systems. Automatica 45(12), 2802–2814 (2009)
Chopra, N., Spong, M.W.: On exponential synchronization of kuramoto oscillators. IEEE Trans. Auto. Contr. 54(2), 353–357 (2009)
Chopra, N., Spong, M.W., Lozano, R.: Synchronization of bilateral teleoperators with time delay. Automatica 44(8), 2142–2148 (2008)
Chung, S.J., Slotine, J.J.E.: Cooperative robot control and concurrent synchronization of lagrangian systems. IEEE Trans. Robot. 25(3), 686–700 (2009)
Cortés, J.: Finite-time convergent gradient flows with applications to network consensus. Automatica 42(11), 1993–2000 (2006)
Cucker, F., Dong, J.G.: A general collision-avoiding flocking framework. IEEE Trans. Auto. Contr. 56(5), 1124–1129 (2011)
Cucker, F., Smale, S.: Emergent behavior in flocks. IEEE Trans. Auto. Contr. 52(5), 852–862 (2007)
Das, A., Lewis, F.L.: Distributed adaptive control for synchronization of unknown nonlinear networked systems. Automatica 46(12), 2014–2021 (2010)
DeGroot, M.H.: Reaching a consensus. J. Am. Statist. Assoc. 69(345), 118–121 (1974)
DeLellis, P., di Bernardo, M., Garofalo, F.: Novel decentralized adaptive strategies for the synchronization of complex networks. Automatica 45(5), 1312–1318 (2009)
Dimarogonas, D.V., Johansson, K.H.: Stability analysis for multi-agent systems using the incidence matrix: Quantized communication and formation control. Automatica 46(4), 695–700 (2010)
Dimarogonas, D.V., Kyriakopoulos, K.J.: A connection between formation infeasibility and velocity alignment in kinematic multi-agent systems. Automatica 44(10), 648–2654 (2008)
Dimarogonas, D.V., Kyriakopoulos, K.J.: Inverse agreement protocols with application to distributed multi-agent dispersion. IEEE Trans. Auto. Contr. 54(3), 657–663 (2009)
Estrada, E., Gago, S., Caporossi, G.: Design of highly synchronizable and robust networks. Automatica 46(11), 1835–1842 (2010)
Fax, J.A., Murray, R.M.: Information flow and cooperative control of vehicle formations. IEEE Trans. Auto. Contr. 49(9), 1465–1476 (2004)
Gao, Y., Wang, L.: Sampled-data based consensus of continuous-time multi-agent systems with time-varying topology. IEEE Trans. Auto. Contr. 56(5), 1226–1231 (2011)
Gao, Y., Wang, L., Xie, G., Wu, B.: Consensus of multi-agent systems based on sampled-data control. Int. J. Contr. 82(12), 2193–2205 (2009)
Gustavi, T., Dimarogonas, D.V., Egerstedt, M., Hu, X.: Sufficient conditions for connectivity maintenance and rendezvous in leader-follower networks. Automatica 46(1), 133–139 (2010)
Hatano, Y., Mesbahi, M.: Agreement over random networks. IEEE Trans. Auto. Contr. 50(11), 1867–1872 (2005)
Hu, J., Feng, G.: Distributed tracking control of leader-follower multi-agent systems under noisy measurement. Automatica 46(8), 1382–1387 (2010)
Huang, M., Dey, S., Nair, G.N., Manton, J.H.: Stochastic consensus over noisy networks with markovian and arbitrary switches. Automatica 46(10), 1571–1583 (2010)
Huang, M., Manton, J.H.: Stochastic consensus seeking with noisy and directed inter-agent communication: Fixed and randomly varying topologies. IEEE Trans. Auto. Contr. 55(1), 235–241 (2010)
Hui, Q., Haddad, W.M.: Distributed nonlinear control algorithms for network consensus. Automatica 44(9), 2375–2381 (2008)
Jadbabaie, A., Lin, J., Morse, A.S.: Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Trans. Auto. Contr. 48(6), 988–1001 (2003)
Kashyap, A., Basar, T., Srikant, R.: Quantized consensus. Automatica 43(7), 1192–1203 (2007)
Kim, Y., Mesbahi, M.: On maximizing the second smallest eigenvalue of a state-dependent graph laplacian. IEEE Trans. Auto. Contr. 51(1), 116–120 (2006)
Lee, D.J., Spong, M.W.: Agreement with non-uniform information delays. In: Proceedings of the American Control Conference, pp. 756–761, Minneapolis (2006)
Leonard, N.E., Paley, D.A., Lekien, F., Sepulchre, R., Fratantoni, D.M., Davis, R.E.: Collective motion, sensor networks, and ocean sampling. Proc. IEEE 95(1), 48–74 (2007)
Lin, P., Jia, Y.M.: Average consensus in networks of multi-agents with both switching topology and coupling time-delay. Physica A 387(1), 303–313 (2008)
Lin, P., Jia, Y.: Distributed rotating formation control of multi-agent systems. Syst. Contr. Lett. 59(10), 587–595 (2010)
Lin, P., Jia, Y.: Multi-agent consensus with diverse time-delays and jointly-connected topologies. Automatica 47(4), 848–856 (2011)
Lin, P., Jia, Y., Li, L.: Distributed robust h1 consensus control in directed networks of agents with time-delay. Syst. Contr. Lett. 57(8), 643–653 (2008)
Li, Q., Jiang, Z.P.: Global analysis of multi-agent systems based on vicsek’s model. IEEE Trans. Auto. Contr. 54(12), 2876–2881 (2009)
Li, T., Zhang, J.F.: Mean square average-consensus under measurement noises and fixed topologies: necessary and sufficient conditions. Automatica 45(8), 1929–1936 (2009)
Li, T., Fu, M., Xie, L., Zhang, J.F.: Distributed consensus with limited communication data rate. IEEE Trans. Auto. Contr. 56(2), 279–292 (2011)
Li, Z., Duan, Z., Chen, G.: On h1 and h2 performance regions of multi-agent systems. Automatica 47(4), 797–803 (2011)
Li, Z., Duan, Z., Chen, G., Huang, L.: Consensus of multiagent systems and synchronization of complex networks: A unified viewpoint. IEEE Trans. Circ. Syst. I 57(1), 213–224 (2010)
Lin, P., Qin, K., Li, Z., Ren, W.: Collective rotating motions of second-order multi-agent systems in three-dimensional space. Syst. Contr. Lett. 60(6), 365–372 (2011)
Lin, Z., Francis, B., Maggiore, M.: State agreement for continuous-time coupled nonlinear systems. SIAM J. Contr. Optim. 46(1), 288–307 (2007)
Liu, Y., Jia, Y.: Consensus problem of high-order multi-agent systems with external disturbances: An h1 analysis approach. Int. J. Robust Nonlinear Contr. 20(14), 1579–1593 (2010)
Liu, X., Lu, W., Chen, T.: Consensus of multi-agent systems with unbounded time-varying delays. IEEE Trans. Auto. Contr. 55(10), 2396–2401 (2010)
Liu, H., Xie, G., Wang, L.: Necessary and sufficient conditions for solving consensus problems of double-integrator dynamics via sampled control. Int. J. Robust Nonlinear Contr. 20(15), 1706–1722 (2010)
Lu, J., Ho, D.W.C.: Globally exponential synchronization and synchronizability for general dynamical networks. IEEE Trans. Syst. Man Cybernet. B 40(2), 350–361 (2010)
Lu, J., Ho, D.W., Cao, J.: A unified synchronization criterion for impulsive dynamical networks. Automatica 46(7), 1215–1221 (2010)
Lu, J.Q., Ho, D.W.C., Kurths, J.: Consensus over directed static networks with arbitrary finite communication delays. Phys. Rev. E 80(066121) (2009)
Lynch, N.A.: Distributed Algorithms. Morgan Kaufmann, Los Altos (1996)
Lynch, K.M., Schwartz, I.B., Yang, P., Freeman, R.A.: Decentralized environmental modeling by mobile sensor networks. IEEE Trans. Robot. 24(3), 710–724 (2008)
Menon, P.P., Edwards, C.: Decentralised static output feedback stabilisation and synchronisation of networks. Automatica 45(12), 2910–2916 (2009)
Mesbahi, M., Egerstedt, M.: Graph Theoretic Methods for Multiagent Networks. Princeton University Press, Princeton (2010)
Moreau, L.: Stability of multi-agent systems with time-dependent communication links. IEEE Trans. Auto. Contr. 50(2), 169–182 (2005)
Munz, U., Papachristodoulou, A., Allgower, F.: Delay robustness in consensus problems. Automatica 46(8), 1252–1265 (2010)
Murray, R.M.: Recent research in cooperative control of multivehicle systems. ASME J. Dynam. Syst. Measur. Contr. 129(5), 571–583 (2007)
Nair, S., Leonard, N.E.: Stable synchronization of mechanical system networks. SIAM J. Contr. Optim. 47(2), 661–683 (2008)
Nedic, A., Olshevsky, A., Ozdaglar, A., Tsitsiklis, J.N.: On distributed averaging algorithms and quantization effects. IEEE Trans. Auto. Contr. 54(11), 2506–2517 (2009)
Ni, W., Cheng, D.: Leader-following consensus of multi-agent systems under fixed and switching topologies. Syst. Contr. Lett. 59(3–4), 209–217 (2010)
Nuno, E., Ortega, R., Basanez, L., Hill, D.: Synchronization of networks of nonidentical euler-lagrange systems with uncertain parameters and communication delays. IEEE Trans. Auto. Contr. 56(4), 935–941 (2011)
Olfati-Saber, R.: Flocking for multi-agent dynamic systems: Algorithms and theory. IEEE Trans. Auto. Contr. 51(3), 401–420 (2006)
Olfati-Saber, R., Fax, J.A., Murray, R.M.: Consensus and cooperation in networked multi-agent systems. Proc. IEEE 95(1), 215–233 (2007)
Olfati-Saber, R., Murray, R.M.: Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans. Auto. Contr. 49(9), 1520–1533 (2004)
Olshevsky, A., Tsitsiklis, J.N.: Convergence speed in distributed consensus and averaging. SIAM J. Contr. Optim. 48(1), 33–55 (2009)
Papachristodoulou, A., Jadbabaie, A., Munz, U.: Effects of delay in multi-agent consensus and oscillator synchronization. IEEE Trans. Auto. Contr. 55(6), 1471–1477 (2010)
Park, J., Kim, H.J., Ha, S.Y.: Cucker-smale flocking with inter-particle bonding forces. IEEE Trans. Auto. Contr. 55(11), 2617–2623 (2010)
Pavone, M., Frazzoli, E.: Decentralized policies for geometric pattern formation and path coverage. ASME J. Dynam. Syst. Measure. Contr. 129, 633–643 (2007)
Porfiri, M., Roberson, D.G., Stilwell, D.J.: Tracking and formation control of multiple autonomous agents: A two-level consensus approach. Automatica 43(8), 1318–1328 (2007)
Porfiri, M., Stilwell, D.J.: Consensus seeking over random weighted directed graphs. IEEE Trans. Auto. Contr. 52(9), 1767–1773 (2007)
Powel, N.D., Morgansen, K.A.: Communication-based performance bounds in nonlinear coordinated control. Int. J. Robust Nonlinear Contr. 21(12), 1410–1420 (2011)
Qu, Z.: Cooperative Control of Dynamical Systems: Applications to Autonomous Vehicles. Springer, Berlin (2009)
Qu, Z., Wang, J., Hull, R.A.: Cooperative control of dynamical systems with application to autonomous vehicles. IEEE Trans. Auto. Contr. 53(4), 894–911 (2008)
Ren, W.: Multi-vehicle consensus with a time-varying reference state. Syst. Contr. Lett. 56(7), 474–483 (2007)
Ren, W.: Collective motion from consensus with cartesian coordinate coupling. IEEE Trans. Auto. Contr. 54(6), 1330–1336 (2009a)
Ren, W.: Distributed leaderless consensus algorithms for networked euler-lagrange systems. Int. J. Contr. 82(11), 2137–2149 (2009b)
Ren, W.: Consensus tracking under directed interaction topologies: Algorithms and experiments. IEEE Trans. Contr. Syst. Tech. 18(1), 230–237 (2010)
Ren, W., Beard, R.W.: Consensus seeking in multiagent systems under dynamically changing interaction topologies. IEEE Trans. Auto. Contr. 50(5), 655–661 (2005)
Ren, W., Beard, R.W.: Distributed Consensus in Multi-vehicle Cooperative Control. Springer, Berlin (2008)
Ren, W., Beard, R.W., Atkins, E.M.: Information consensus in multivehicle cooperative control: Collective group behavior through local interaction. IEEE Contr. Syst. Mag. 27(2), 71–82 (2007)
Ren, W., Cao, Y.: Distributed Coordination of Multi-agent Networks: Emergent Problems, Models, and Issues. Springer, Berlin (2011)
Scardovi, L., Arcak, M., Sontag, E.D.: Synchronization of interconnected systems with applications to biochemical networks: An input-output approach. IEEE Trans. Auto. Contr. 55(6), 1367–1379 (2010)
Scardovi, L., Sepulchre, R.: Synchronization in networks of identical linear systems. Automatica 45(11), 2557–2562 (2009)
Seo, J.H., Shim, H., Back, J.: Consensus of high-order linear systems using dynamic output feedback compensator: Low gain approach. Automatica 45(11), 2659–2664 (2009)
Sepulchre, R., Paley, D.A., Leonard, N.E.: Stabilization of planar collective motion: All-to-all communication. IEEE Trans. Auto. Contr. 52(5), 811–824 (2008)
Shi, G., Hong, Y.: Global target aggregation and state agreement of nonlinear multi-agent systems with switching topologies. Automatica 45(5), 1165–1175 (2009)
Shi, H., Wang, L., Chu, T.: Flocking of multi-agent systems with a dynamic virtual leader. Int. J. Contr. 82(1), 43–58 (2009)
Shi, L., Epstein, M., Murray, R.M.: Kalman filtering over a packet-dropping network: A probabilistic perspective. IEEE Trans. Auto. Contr. 55(3), 594–604 (2010)
Smith, R.S., Hadaegh, F.Y.: Closed-loop dynamics of cooperative vehicle formations with parallel estimators and communication. IEEE Trans. Auto. Contr. 52(8), 1404–1414 (2007)
Song, Q., Cao, J., Yu, W.: Second-order leader-following consensus of nonlinear multi-agent systems via pinning control. Syst. Contr. Lett. 59(9), 553–562 (2010)
Song, Q., Chen, G., Ho, D.W.C.: On the equivalence and condition of different consensus over a random network generated by i.i.d. stochastic matrices. IEEE Trans. Auto. Contr. 56(5), 1203–1207 (2011)
Stan, G.B., Sepulchre, R.: Analysis of interconnected oscillators by dissipativity theory. IEEE Trans. Auto. Contr. 52(2), 256–270 (2007)
Su, H., Chen, G., Wang, X., Lin, Z.: Adaptive second-order consensus of networked mobile agents with nonlinear dynamics. Automatica 47(2), 368–375 (2011)
Su, H., Wang, X., Chen, G.: A connectivity-preserving flocking algorithm for multi-agent systems based only on position measurements. Int. J. Contr. 82(7), 1334–1343 (2009)
Su, H., Wang, X., Chen, G.: Rendezvous of multiple mobile agents with preserved network connectivity. Syst. Contr. Lett. 59(5), 313–322 (2010)
Su, H., Wang, X., Lin, Z.: Flocking of multi-agents with a virtual leader. IEEE Trans. Auto. Contr. 54(2), 293–307 (2009a)
Su, H., Wang, X., Lin, Z.: Synchronization of coupled harmonic oscillators in a dynamic proximity network. Automatica 45(10), 2286–2291 (2009b)
Sun, Y.G., Wang, L., Xie, G.: Average consensus in networks of dynamic agents with switching topologies and multiple time-varying delays. Syst. Contr. Lett. 57(2), 175–183 (2008)
Sun, Z., Huang, J.: A note on connectivity of multi-agent systems with proximity graphs and linear feedback protocol
Tahbaz-Salehi, A., Jadbabaie, A.: A necessary and sufficient condition for consensus over random networks. IEEE Trans. Auto. Contr. 53(3), 791–795 (2008)
Tahbaz-Salehi, A., Jadbabaie, A.: Consensus over ergodic stationary graph processes. IEEE Trans. Auto. Contr. 55(1), 225–230 (2010)
Tanner, H.G., Jadbabaie, A., Pappas, G.J.: Flocking in fixed and switching networks. IEEE Trans. Auto. Contr. 52(5), 863–868 (2007)
Tian, Y.P., Liu, C.L.: Consensus of multi-agent systems with diverse input and communication delays. IEEE Trans. Auto. Contr. 53(9), 2122–2128 (2008)
Tsitsiklis, J.N.: Problems in decentralized decision making and computation. Ph.D Thesis, MIT, New York (1984)
Tsitsiklis, J.N., Athans, M.: Guaranteed robustness properties of multivariable nonlinear stochastic optimal regulators. IEEE Trans. Auto. Contr. 29(8), 690–696 (1984)
Tuna, S.E.: Conditions for synchronizability in arrays of coupled linear systems. IEEE Trans. Auto. Contr. 54(10), 2416–2420 (2009)
Vicsek, T., Czirok, A., Jacob, E.B., Cohen, I., Schochet, O.: Novel type of phase transitions in a system of self-driven particles. Phys. Rev. Lett. 75(6), 1226–1229 (1995)
Wang, W., Slotine, J.J.E.: Contraction analysis of time-delayed communications and group cooperation. IEEE Trans. Auto. Contr. 51(4), 712–717 (2006a)
Wang, W., Slotine, J.J.E.: A theoretical study of different leader roles in networks. IEEE Trans. Auto. Contr. 51(7), 1156–1161 (2006b)
Wang, L., Wang, X.: New conditions for synchronization in dynamical communication networks. Syst. Contr. Lett. 60(4), 219–225 (2011)
Wang, L., Xiao, F.: Finite-time consensus problems for networks of dynamic agents. IEEE Trans. Auto. Contr. 55(4), 950–955 (2010)
Wang, Y.W., Wang, H.O., Xiao, J.W., Guan, Z.H.: Synchronization of complex dynamical networks under recoverable attacks. Automatica 46(1), 197–203 (2010)
Wang, Y.W., Xiao, J.W., Wang, H.O.: Global synchronization of complex dynamical networks with network failures. Int. J. Robust Nonlinear Contr. 20(15), 1667–1677 (2010)
Wen, G., Duan, Z., Yu, W., Chen, G.: Consensus in multi-agent systems with communication constraints. Int. J. Robust Nonlinear Contr. 22(2), 170–182 (2012)
Winkler, R.L.: The consensus of subjective probability distributions. Manage. Sci. B15(2), 61–75 (1968)
Wu, C.W.: Synchronization and convergence of linear dynamics in random directed networks. IEEE Trans. Auto. Contr. 51(7), 1207–1210 (2006)
Xiao, F., Wang, L.: Asynchronous consensus in continuous-time multi-agent systems with switching topology and time-varying delays. IEEE Trans. Auto. Contr. 53(8), 1804–1816 (2008a)
Xiao, L., Boyd, S.: Fast linear iterations for distributed averaging. Syst. Contr. Lett. 53(1), 65–78 (2004)
Xiao, F., Wang, L.: Consensus protocols for discrete-time multiagent systems with time-varying delays. Automatica 44(10), 2577–2582 (2008b)
Xiao, F., Wang, L., Chen, J., Gao, Y.: Finite-time formation control for multi-agent systems. Automatica 45(11), 2605–2611 (2009)
Xie, L., Xie, L.: Stability analysis of networked sampled-data linear systems with markovian packet losses. IEEE Trans. Auto. Contr. 54(6), 1368–1374 (2009)
Yang, P., Freeman, R., Lynch, K.: Multi-agent coordination by decentralized estimation and control. IEEE Trans. Auto. Contr. 53(11), 2480–2496 (2008)
Yang, T., Roy, S., Wan, Y., Saberi, A.: Constructing consensus controllers for networks with identical general linear agents. Int. J. Robust Nonlinear Contr. 21(11), 1237–1256 (2011)
Yang, H., Zhang, Z., Zhang, S.: Consensus of second-order multi-agent systems with exogenous disturbances. Int. J. Robust Nonlinear Contr. 21(9), 945–956 (2011)
Yao, J., Guan, Z.H., Hill, D.J.: Passivity-based control and synchronization of general complex dynamical networks. Automatica 45(9), 2107–2113 (2009)
Yin, G., Sun, Y., Wang, L.Y.: Asymptotic properties of consensus-type algorithms for networked systems with regime-switching topologies. Automatica 47(7), 1366–1378 (2011)
Yu, C., Anderson, B.D.O., Dasgupta, S., Fidan, B.: Control of minimally persistent formations in the plane. SIAM J. Contr. Optim. 48(1), 206–233 (2009)
Yu, W., Chen, G., Wang, Z., Yang, W.: Distributed consensus filtering in sensor networks. IEEE Trans. Syst. Man Cybernet. B 39(6), 1568–1577 (2009)
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 (2010a)
Yu, W., Chen, G., Cao, M., Kurths, J.: Second-order consensus for multiagent systems with directed topologies and nonlinear dynamics. IEEE Trans. Syst. Man Cybernet. B 40(3), 881–891 (2010b)
Yu, W., Chen, G., Ren, W., Kurths, J., Zheng, W.: Distributed higher-order consensus protocols in multiagent dynamical systems. IEEE Trans. Circ. Syst. I 58(8), 1924–1932 (2011)
Yu, W., Lu, J., Chen, G., Duan, Z., Zhou, Q.: Estimating uncertain delayed genetic regulatory networks: an adaptive filtering approach. IEEE Trans. Auto. Contr. 54(4), 892–897 (2009)
Yu, W., Zheng, W.X., Chen, G., Ren, W., Cao, J.: Second-order consensus in multi-agent dynamical systems with sampled position data. Automatica 47(7), 1496–1503 (2011)
Zavlanos, M.M., Pappas, G.J.: Potential fields for maintaining connectivity of mobile networks. IEEE Trans. Robot. 23(4), 812–816 (2007)
Zavlanos, M.M., Pappas, G.J.: Distributed connectivity control of mobile networks. IEEE Trans. Robot. 24(6), 1416–1428 (2008)
Zavlanos, M.M., Tanner, H.G., Jadbabaie, A., Pappas, G.J.: Hybrid control for connectivity preserving flocking. IEEE Trans. Auto. Contr. 54(12), 2869–2875 (2009)
Zhang, F., Leonard, N.E.: Cooperative filters and control for cooperative exploration. IEEE Trans. Auto. Contr. 55(3), 650–663 (2010)
Zhang, Y., Tian, Y.P.: Consentability and protocol design of multi-agent systems with stochastic switching topology. Automatica 45(5), 1195–1201 (2009)
Zhang, Y., Tian, Y.P.: Consensus of data-sampled multi-agent systems with random communication delay and packet loss. IEEE Trans. Auto. Contr. 55(4), 939–943 (2010)
Zhang, H., Ma, T., Huang, G.B., Wang, Z.: Robust global exponential synchronization of uncertain chaotic delayed neural networks via dual-stage impulsive control. IEEE Trans. Syst. Man Cybernet. B 40(3), 831–844 (2010)
Zhang, H.T., Zhai, C., Chen, Z.: A general alignment repulsion algorithm for flocking of multi-agent systems. IEEE Trans. Auto. Contr. 56(2), 430–435 (2011)
Zhou, J., Wang, Q.: Convergence speed in distributed consensus over dynamically switching random networks. Automatica 45(6), 1455–1461 (2009)
Zhao, J., Hill, D.J., Liu, T.: Synchronization of complex dynamical networks with switching topology: A switched system point of view. Automatica 45(11), 2502–2511 (2009)
Zhu, M., Martinez, S.: On the convergence time of asynchronous distributed quantized averaging algorithms. IEEE Trans. Auto. Contr. 56(2), 386–390 (2011)
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Yan, F., Chen, G. (2013). Distributed Consensus and Coordination Control of Networked Multi-agent Systems. In: Kocarev, L. (eds) Consensus and Synchronization in Complex Networks. Understanding Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33359-0_3
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