Cooperative global optimal preview tracking control of linear multi-agent systems: an internal model approach

ABSTRACT This paper investigates the cooperative global optimal preview tracking problem of linear multi-agent systems under the assumption that the output of a leader is a previewable periodic signal and the topology graph contains a directed spanning tree. First, a type of distributed internal model is introduced, and the cooperative preview tracking problem is converted to a global optimal regulation problem of an augmented system. Second, an optimal controller, which can guarantee the asymptotic stability of the augmented system, is obtained by means of the standard linear quadratic optimal preview control theory. Third, on the basis of proving the existence conditions of the controller, sufficient conditions are given for the original problem to be solvable, meanwhile a cooperative global optimal controller with error integral and preview compensation is derived. Finally, the validity of theoretical results is demonstrated by a numerical simulation.

[1]  Frank L. Lewis,et al.  Cooperative Optimal Control for Multi-Agent Systems on Directed Graph Topologies , 2014, IEEE Transactions on Automatic Control.

[2]  Akira Kojima,et al.  H∞ performance of preview control systems , 2003, Autom..

[3]  Gang Feng,et al.  Cooperative linear output regulation for networked systems by dynamic measurement output feedback , 2016, Int. J. Syst. Sci..

[4]  Bruce A. Francis,et al.  The internal model principle of control theory , 1976, Autom..

[5]  Wei Ren,et al.  Multi-vehicle consensus with a time-varying reference state , 2007, Syst. Control. Lett..

[6]  Akira Kojima,et al.  LQ preview synthesis: optimal control and worst case analysis , 1999, IEEE Trans. Autom. Control..

[7]  Yuan Yan Tang,et al.  Design of an Optimal preview Controller for Continuous-Time Systems , 2011, Int. J. Wavelets Multiresolution Inf. Process..

[8]  M. Tomizuka Optimal continuous finite preview problem , 1975 .

[9]  Fucheng Liao,et al.  Design of an optimal preview controller for linear discrete-time descriptor systems with state delay , 2015, Int. J. Syst. Sci..

[10]  T. Katayama,et al.  Design of an optimal controller for a discrete-time system subject to previewable demand , 1985 .

[11]  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.

[12]  C. D. Souza,et al.  Continuous-time tracking problems in an H∞ setting: a game theory approach , 1995, IEEE Trans. Autom. Control..

[13]  Tohru Katayama,et al.  Design of an optimal servomechanism with preview action and its dual problem , 1987 .

[14]  Jiang Wu,et al.  Preview control for impulse-free continuous-time descriptor systems , 2015, Int. J. Control.

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

[16]  Mi-Ching Tsai,et al.  Robust and Optimal Control , 2014 .

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

[18]  Zhong-Ping Jiang,et al.  A Distributed Control Approach to A Robust Output Regulation Problem for Multi-Agent Linear Systems , 2010, IEEE Transactions on Automatic Control.

[19]  Frank L. Lewis,et al.  Synchronization of discrete-time multi-agent systems on graphs using Riccati design , 2012, Autom..

[20]  J. Doyle,et al.  Robust and optimal control , 1995, Proceedings of 35th IEEE Conference on Decision and Control.

[21]  Huei Peng,et al.  A unified hamiltonian approach for lq and H∞ preview control algorithms , 1999 .

[22]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[23]  Frank L. Lewis,et al.  Optimal Design for Synchronization of Cooperative Systems: State Feedback, Observer and Output Feedback , 2011, IEEE Transactions on Automatic Control.

[24]  Guanghui Wen,et al.  Consensus Tracking of Multi-Agent Systems With Lipschitz-Type Node Dynamics and Switching Topologies , 2014, IEEE Transactions on Circuits and Systems I: Regular Papers.

[25]  Guoqiang Hu,et al.  Robust consensus tracking of a class of second-order multi-agent dynamic systems , 2010, 49th IEEE Conference on Decision and Control (CDC).

[26]  Jie Huang,et al.  Cooperative Output Regulation of Linear Multi-Agent Systems , 2012, IEEE Transactions on Automatic Control.

[27]  Hisao Katoh,et al.  H/sub /spl infin//-optimal preview controller and its performance limit , 2004, IEEE Transactions on Automatic Control.

[28]  Roy M. Howard,et al.  Linear System Theory , 1992 .

[29]  Michael Athans,et al.  Correspondence item: On the design of P-I-D controllers using optimal linear regulator theory , 1971 .

[30]  Lu Yu,et al.  Distributed output regulation for multi-agent systems with norm-bounded uncertainties , 2014, Int. J. Syst. Sci..

[31]  Jiangping Hu,et al.  Tracking control for multi-agent consensus with an active leader and variable topology , 2006, Autom..

[32]  Mohammad Ali Badamchizadeh,et al.  Containment control of heterogeneous linear multi-agent systems , 2015, Autom..

[33]  Guanghui Wen,et al.  Containment of Higher-Order Multi-Leader Multi-Agent Systems: A Dynamic Output Approach , 2016, IEEE Transactions on Automatic Control.

[34]  W. Rugh Linear System Theory , 1992 .

[35]  Akira Kojima $H^{\infty}$ Controller Design for Preview and Delayed Systems , 2015, IEEE Transactions on Automatic Control.

[36]  Jiang Wu,et al.  Optimal preview control for a linear continuous-time stochastic control system in finite-time horizon , 2017, Int. J. Syst. Sci..

[37]  Zhong-Ping Jiang,et al.  Distributed output regulation of leader–follower multi‐agent systems , 2013 .

[38]  Lin Huang,et al.  Consensus of Multiagent Systems and Synchronization of Complex Networks: A Unified Viewpoint , 2016, IEEE Transactions on Circuits and Systems I: Regular Papers.

[39]  Jie Huang,et al.  Cooperative global output regulation of heterogeneous second-order nonlinear uncertain multi-agent systems , 2013, Autom..

[40]  Fucheng Liao,et al.  Cooperative optimal preview tracking control of continuous-time multi-agent systems , 2016, Int. J. Control.

[41]  Yang Liu,et al.  Leader–follower synchronisation of autonomous agents with external disturbances , 2014, Int. J. Control.