Controllability of discrete-time multi-agent systems with directed topology and input delay

References

• Ajorlou, A., Momeni, A., & Aghdam, A. (2010). A class of bounded distributed control strategies for connectivity preservation in multi-agent systems. IEEE Transactions on Automatic Control, 55(12), 2828–2833.
   Web of Science ®Google Scholar
• Chen, C.T. (1995). Linear system theory and design. New York, NY: Oxford University Press.
   Google Scholar
• Guan, Y., Ji, Z., Zhang, L., & Wang, L. (2013). Decentralized stabilizability of multi-agent systems under fixed and switching topologies. Systems & Control Letters, 62(5), 438–446.
   Web of Science ®Google Scholar
• Guan, Y., Ji, Z., Zhang, L., & Wang, L. (2014). Quadratic stabilisability of multi-agent systems under switching topologies. International Journal of Control, 87(12), 2657–2668.
   Web of Science ®Google Scholar
• Jadbabaie, A., Lin, J., & Morse, A. (2003). Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Transactions on Automatic Control, 48(6), 988–1001.
   Web of Science ®Google Scholar
• Jafari, S., Ajorlou, A., & Aghdam, A. (2011). Leader localization in multi-agent systems subject to failure: A graph-theoretic approach. Automatica, 47(8), 1744–1750.
   Web of Science ®Google Scholar
• Ji, Z., Lin, H., & Yu, H. (2012). Leaders in multi-agent controllability under consensus algorithm and tree topology. Systems & Control Letters, 61(9), 918–925.
   Web of Science ®Google Scholar
• Ji, Z., Lin, H., & Yu, H. (2014). Protocols design and uncontrollable topologies construction for multi-agent networks. IEEE Transactions on Automatic Control, 60(3), 781–786.
   Web of Science ®Google Scholar
• Ji, Z., Wang, Z.D., Lin, H., & Wang, Z. (2009). Interconnection topologies for multi-agent coordination under leader-follower framework. Automatica, 45(12), 2857–2863.
   Web of Science ®Google Scholar
• Ji, Z., Wang, Z., Lin, H., & Wang, Z. (2010). Controllability of multi-agent systems with time-delay in state and switching topology. International Journal of Control, 83(2), 371–386.
   Web of Science ®Google Scholar
• Liu, B., Chu, T., Wang, L., & Xie, G. (2008). Controllability of a leader-follower dynamic network with switching topology. IEEE Transactions on Automatic Control, 53(4), 1009–1013.
   Web of Science ®Google Scholar
• Liu, H., Xie, G., & Wang, L. (2012). Necessary and sufficient conditions for solving consensus problems of double-integrator dynamics via sampled control. International Journal of Robust and Nonlinear Control, 20(15), 1706–1722.
   Web of Science ®Google Scholar
• Notarstefano, G., & Parlangeli, G. (2013). Controllability and observability of grid graphs via reduction and symmetries. IEEE Transactions on Automatic Control, 58(7), 1719–1731.
   Web of Science ®Google Scholar
• O’Clery, N., Yuan, Y., Stan, G.B., & Barahona, M. (2013). Observability and coarse graining of consensus dynamics through the external equitable partition. Physical Review E, 88(4), 042805.
   Web of Science ®Google Scholar
• Olfati-Saber, R., & Murray, R. (2004). Consensus problems in networks of agents with switching topology and time-delays. IEEE Transactions on Automatic Control, 49(9), 1520–1533.
   Web of Science ®Google Scholar
• Parlangeli, G., & Notarstefano, G. (2012). On the reachability and observability of path and cycle graphs. IEEE Transactions on Automatic Control, 57(3), 743–748.
   Web of Science ®Google Scholar
• Rahmani, A., Ji, M., Mesbahi, M., & Egerstedt, M. (2009). Controllability of multi-agent systems from a graph-theoretic perspective. SIAM Journal on Control and Optimization, 48(1), 162–186.
   Web of Science ®Google Scholar
• Sun, Y., Wang, L., & Xie, G. (2008). Average consensus in networks of dynamic agents with switching topologies and multiple time-varying delays. Systems & Control Letters, 57(2), 175–183.
   Web of Science ®Google Scholar
• Sundaram, S., & Hadjicostis, C. (2013). Structural controllability and observability of linear systems over finite fields with applications to multi-agent systems. IEEE Transactions on Automatic Control, 58(1), 60–73.
   Web of Science ®Google Scholar
• Tanner, H.G. (2004). On the controllability of nearest neighbor interconnections. In IEEE Conference on Decision and Control (pp. 2467–2472). Atlantis, Paradise Island, Bahamas.
   Google Scholar
• Wang, L., Jiang, F., Xie, G., & Ji, Z. (2009). Controllability of multi-agent systems based on agreement protocols. Science in China Series F: Information Science, 52(11), 2074–2088.
   Google Scholar
• Wang, L., & Xiao, F. (2010). Finite-time consensus problems for networks of dynamic agents. IEEE Transactions on Automatic Control, 55(4), 950–955.
   Web of Science ®Google Scholar
• Wu, Y., & Wang, L. (2015). Sampled-data consensus for multi-agent systems with quantised communication. International Journal of Control, 88(2), 413–428.
   Web of Science ®Google Scholar
• Xiao, F., & Wang, L. (2006). State consensus for multi-agent systems with switching topologies and time-varying delays. International Journal of Control, 79(10), 1277–1284.
   Web of Science ®Google Scholar
• Zhang, Z., Hao, F., Zhang, L., & Wang, L. (2014). Consensus of linear multi-agent systems via event-triggered control. International Journal of Control, 87(6), 1243–1251.
   Web of Science ®Google Scholar
• Zheng, Y., & Wang, L. (2014). Containment control of heterogeneous multi-agent systems. International Journal of Control, 87(1), 1–8.
   Web of Science ®Google Scholar