This paper addresses the consensus control design for multi-agent systems with input time delay, which is unknown but bounded. Descriptor transformation is used to obtain a model without delay for closed-loop individual agent. The sufficient conditions for global consensus under directed communication topology are identified using Lyapunov--Krasovskii functional. To analyze the stability of the networked multi-agent system based on the relationship between the agents the Lyapunov function method using corresponding comparison system is used. The effectiveness of the proposed control design method is demonstrated through a numerical simulation example.
- Ren W., Beard R., Atkins E. A Survey of Consensus Problems in Multi-Agent Coordination. Proceedings of the 2005, American Control Conference. 3, 1859--1864 (2005).
- Olfati-Saber R., Fax A., Murray R. M. Consensus and Cooperation in Networked Multi-Agent Systems. Proceedings of the IEEE Int. Conference on Decision and Control. 95 (1), 215--233 (2007).
- Saber R. O., Murray R. M. Consensus Protocols for Networks of Dynamic Agents. Proceedings of the 2003 American Control Conference. 951--956 (2003).
- Mesbahi M., Egerstedt M. Graph theoretic methods in multiagent networks. New Jersey, Princeton University Press (2010).
- Olfati-Saber R., Murray R. M. Consensus Problems in Networks of Agents With Switching Topology and Time-Delays. IEEE Trans. Autom. Contr. 49 (9), 1520--1533 (2004).
- Bliman P. A., Ferrari-Trecate G. Average consensus problems in networks of agents with delayed communications. Automatica. 44 (8), 1985--1995 (2008).
- Munz U., Papachristodoulou A., Allgower F. Delay robustness in non-identical multi-agent systems. IEEE Transactions on Automatic Control. 57 (6), 1597--1603 (2012).
- Cao M., Morse A. S., Anderson B. D. O. Reaching a consensus in a dynamically changing environment: convergence rates, measurement delays, and asynchronous events. SIAM Journal on Control and Optimization. 47 (2), 601--623 (2008).
- Zuo Z., Wang C., Ding Z. A reduction method to consensus control of uncertain multi-agent systems with input delay. 2015 34th Chinese Control Conference (CCC). 7315--7321 (2015).
- Poznyak A., Polyakov A., Azhmyakov V. Attractive ellipsoids in robust control. Springer International Publishing (2014).
- Martynyuk A. A. Stability by Liapunov's Matrix Function Method with Applications. Marcel Dekker, Inc. (1998).
- Lakshmikantham V. V., Matrosov V. M., Sivasundaram S. Vector Lyapunov Functions and Stability Analysis of Nonlinear Systems. Netherlands, Springer (1991).
- Olfati--Saber R. Flocking for multi-agent dynamic systems: algorithms and theory. IEEE Transactions on Automatic Control. 51 (3), 401--420 (2006).
- Ren W., Beard R. W. Distributed Consensus in Multi-vehicle Cooperative Control. London, Springer (2008).
- Bauso D., Giarre L., Pesenti R. Non-linear protocols for optimal distributed consensus in networks of dynamic agents. Systems & Control Letters. 55 (11), 918--928 (2006).
- Belov A. A., Kurdyukov A. P. Descriptor Systems and Control Problems. Moscow, Fizmatlit. (2015), (In Russian).
- Fridman E., Shaked U. A descriptor system approach to $\mathrm{H}_\infty$ control of linear time-delay systems. IEEE Transactions on Automatic Control. 47 (2), 253--270 (2002).
- Schneider R. Convex bodies: the Brunn--Minkowski theory. Cambridge University Press (1993).
- Polyak B. T., Hlebnikov M. V., Scherbakov P. S. Control of linear systems under external disturbances (linear matrix inequality technique. Moscow, LENAND (2014), (in Russian).
- Petersen I. R., McFarlane D. C., Rotea M. A. Optimal guaranteed cost control of discrete-time uncertain linear systems. Int. J. Robust Nonlinear Control. 8, 649--657 (1998).
- Grant M., Boyd S. CVX: MATLAB software for disciplined convex programming, version 2.1. http://cvxr.com/cvx.
- Dorofieiev Y. I., Lyubchyk L. M., Nikulchenko A. A. Consensus decentralized control of multi-agent networked systems using vector Lyapunov functions. Proceedings of the 9th IEEE Intern. Conf. on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS). 1, 60--65 (2017).
- Li Z., Duan Z. Cooperative control of multi-agent systems: a consensus region approach. Boca Raton, CRC Press (2017).