Event-Triggered Cooperative Global Robust Practical Output Regulation for Second-Order Uncertain Nonlinear Multiagent Systems

In this paper, we study the cooperative global robust practical output regulation problem for a class of second-order uncertain nonlinear multiagent systems via a distributed event-triggered state feedback control strategy. Compared with the existing work, one of the main challenges is that we need to design two distributed internal models to learn both the desired steady-state state and steady-state input for each agent. Moreover, to obtain a directly implementable digital control law, the two distributed internal models of each agent only depend on the sampled states of the neighboring agents and itself. As a result, the resulting augmented system is more complicated, and the control law needs to be recursively designed. To overcome the difficulty, we propose a novel distributed event-triggered control law and a novel distributed event-triggered mechanism to deal with our problem. By adjusting a design parameter in the proposed event-triggered mechanism, we show that the Zeno behavior does not happen and the ultimate bound of the tracking error can be made arbitrarily small. Our design will be illustrated by two examples.

[1]  Pavankumar Tallapragada,et al.  On Event Triggered Tracking for Nonlinear Systems , 2013, IEEE Transactions on Automatic Control.

[2]  V. O. Nikiforov,et al.  Adaptive Non-linear Tracking with Complete Compensation of Unknown Disturbances , 1998, Eur. J. Control.

[3]  Shengyuan Xu,et al.  Event-triggered average consensus for multi-agent systems with nonlinear dynamics and switching topology , 2015, J. Frankl. Inst..

[4]  Hongye Su,et al.  Event-Triggered Adaptive Control for a Class of Uncertain Nonlinear Systems , 2017, IEEE Transactions on Automatic Control.

[5]  Jie Huang,et al.  Cooperative Adaptive Output Regulation for Second-Order Nonlinear Multiagent Systems With Jointly Connected Switching Networks , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[6]  Wei Liu,et al.  Cooperative global robust output regulation for a class of nonlinear multi-agent systems by distributed event-triggered control , 2017, Autom..

[7]  Jiangping Hu,et al.  Leader-following coordination of multi-agent systems with coupling time delays , 2007, 0705.0401.

[8]  Yang Song,et al.  Event-Triggered Communication for Leader-Following Consensus of Second-Order Multiagent Systems , 2018, IEEE Transactions on Cybernetics.

[9]  Guang-Hong Yang,et al.  Model-Based Adaptive Event-Triggered Control of Strict-Feedback Nonlinear Systems , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[10]  Randal W. Beard,et al.  Distributed Consensus in Multi-vehicle Cooperative Control - Theory and Applications , 2007, Communications and Control Engineering.

[11]  Xinlei Yi,et al.  Pull-Based Distributed Event-Triggered Consensus for Multiagent Systems With Directed Topologies , 2014, IEEE Transactions on Neural Networks and Learning Systems.

[12]  Jinde Cao,et al.  Second-order leader-following consensus of nonlinear multi-agent systems via pinning control , 2010, Syst. Control. Lett..

[13]  Tingwen Huang,et al.  Second-Order Global Consensus in Multiagent Networks With Random Directional Link Failure , 2015, IEEE Transactions on Neural Networks and Learning Systems.

[14]  Eduardo Sontag,et al.  Changing supply functions in input/state stable systems , 1995, IEEE Trans. Autom. Control..

[15]  Paulo Tabuada,et al.  An introduction to event-triggered and self-triggered control , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[16]  Dong Yue,et al.  Stabilization of Neural-Network-Based Control Systems via Event-Triggered Control With Nonperiodic Sampled Data , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[17]  Haibo He,et al.  Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[18]  Jie Huang,et al.  Cooperative semi-global robust output regulation of nonlinear uncertain multi-agent systems , 2013, 2013 American Control Conference.

[19]  Richard M. Murray,et al.  Consensus problems in networks of agents with switching topology and time-delays , 2004, IEEE Transactions on Automatic Control.

[20]  Paulo Tabuada,et al.  Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks , 2007, IEEE Transactions on Automatic Control.

[21]  Karl Henrik Johansson,et al.  Distributed Event-Triggered Control for Multi-Agent Systems , 2012, IEEE Transactions on Automatic Control.

[22]  Z. Qu,et al.  Cooperative Control of Dynamical Systems: Applications to Autonomous Vehicles , 2009 .

[23]  Jie Lin,et al.  Coordination of groups of mobile autonomous agents using nearest neighbor rules , 2003, IEEE Trans. Autom. Control..

[24]  Jie Huang,et al.  A General Result on the Robust Cooperative Output Regulation for Linear Uncertain Multi-Agent Systems , 2013, IEEE Transactions on Automatic Control.

[25]  Sarangapani Jagannathan,et al.  Event-Triggered Distributed Approximate Optimal State and Output Control of Affine Nonlinear Interconnected Systems , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[26]  Jie Huang,et al.  Global Disturbance Rejection of Lower Triangular Systems With an Unknown Linear Exosystem , 2011, IEEE Transactions on Automatic Control.

[27]  W. P. M. H. Heemels,et al.  Output-Based Event-Triggered Control With Guaranteed ${\cal L}_{\infty}$-Gain and Improved and Decentralized Event-Triggering , 2012, IEEE Transactions on Automatic Control.

[28]  Elena Panteley,et al.  Control of the chaotic Duffing equation with uncertainty in all parameters , 1998 .

[29]  Valery A. Ugrinovskii,et al.  Event-triggered leader-following tracking control for multivariable multi-agent systems , 2016, Autom..

[30]  A. Isidori,et al.  Output regulation of nonlinear systems , 1990 .

[31]  Jie Huang,et al.  Nonlinear Output Regulation: Theory and Applications , 2004 .

[32]  Jie Huang,et al.  A general framework for tackling the output regulation problem , 2004, IEEE Transactions on Automatic Control.

[33]  Frank L. Lewis,et al.  Cooperative Control of Multi-Agent Systems: Optimal and Adaptive Design Approaches , 2013 .

[34]  Zhong-Ping Jiang,et al.  A Small-Gain Approach to Robust Event-Triggered Control of Nonlinear Systems , 2015, IEEE Transactions on Automatic Control.