Predictive cloud control for multiagent systems with stochastic event-triggered schedule.

This paper addresses a predictive cloud control problem for a linear multiagent system with random network delays and noises. To reduce communication cost, a stochastic event-triggered schedule is introduced to decide whether current measurements need to be transmitted. An optimal state estimation algorithm is designed to compensate random network delays in the feedback channel. Subsequently, a predictive cloud control scheme is proposed for the multiagent system to achieve both stability and consensus. Simultaneously, random network delays in the forward channel is compensated actively. Sufficient and necessary conditions of stability and consensus for the closed-loop multiagent system are derived. Finally, a numerical example is provided to verify correctness and effectiveness of the proposed methods.

[1]  Guo-Ping Liu,et al.  Eigenstructure Assignment for Control System Design , 1998 .

[2]  Wei Xing Zheng,et al.  Event-triggered containment control for second-order multi-agent systems with sampled position data. , 2017, ISA transactions.

[3]  Tingwen Huang,et al.  A Distributed Dynamic Event-Triggered Control Approach to Consensus of Linear Multiagent Systems With Directed Networks , 2020, IEEE Transactions on Cybernetics.

[4]  Ligang Wu,et al.  Event-triggered sliding mode control of stochastic systems via output feedback , 2017, Autom..

[5]  Bin Zhou,et al.  Consensus of Discrete-Time Multiagent Systems With Input Delays by Truncated Pseudo-Predictor Feedback , 2019, IEEE Transactions on Cybernetics.

[6]  Zhongmei Wang,et al.  Robust consensus for linear multi-agent systems with noises , 2016 .

[7]  Yuanqing Xia,et al.  Cloud control systems , 2015, IEEE/CAA Journal of Automatica Sinica.

[8]  Jinde Cao,et al.  Event-Triggered Schemes on Leader-Following Consensus of General Linear Multiagent Systems Under Different Topologies , 2017, IEEE Transactions on Cybernetics.

[9]  Lihua Xie,et al.  Distributed consensus for multi-agent systems with delays and noises in transmission channels , 2011, Autom..

[10]  Vijay Kumar,et al.  Modeling and control of formations of nonholonomic mobile robots , 2001, IEEE Trans. Robotics Autom..

[11]  Ling Shi,et al.  Kalman filtering over a packet-delaying network: A probabilistic approach , 2009, Autom..

[12]  Carlo Fischione,et al.  Distributed Event-Triggered Communication and Control of Linear Multiagent Systems Under Tactile Communication , 2018, IEEE Transactions on Automatic Control.

[13]  Dongdong Yu,et al.  Recursive nonlinear filtering with event-triggered data transmission and random time delays , 2017, 2017 36th Chinese Control Conference (CCC).

[14]  Ligang Wu,et al.  Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems , 2018, IEEE Transactions on Fuzzy Systems.

[15]  Huanshui Zhang,et al.  Consensus Error Calculation for Multiagent Systems With Both System and Measurement Noises , 2018, IEEE Transactions on Control of Network Systems.

[16]  Suman Chakravorty,et al.  Information Space Receding Horizon Control for Multisensor Tasking Problems , 2016, IEEE Transactions on Cybernetics.

[17]  Yuanqing Xia,et al.  Centralised fusion over unreliable networks , 2012, Int. J. Control.

[18]  Zongli Lin,et al.  Consensus of a class of discrete-time nonlinear multi-agent systems in the presence of communication delays. , 2017, ISA transactions.

[19]  Ling Shi,et al.  Stochastic event-triggered sensor scheduling for remote state estimation , 2013, 52nd IEEE Conference on Decision and Control.

[20]  Yu-Ping Tian,et al.  Consensus of Multi-Agent Systems With Diverse Input and Communication Delays , 2008, IEEE Transactions on Automatic Control.

[21]  Yuanqing Xia,et al.  Further results on cloud control systems , 2016, Science China Information Sciences.

[22]  Zhong-Ping Jiang,et al.  Event-Based Leader-following Consensus of Multi-Agent Systems with Input Time Delay , 2015, IEEE Transactions on Automatic Control.

[23]  Qing-Long Han,et al.  An Overview of Recent Advances in Event-Triggered Consensus of Multiagent Systems , 2018, IEEE Transactions on Cybernetics.

[24]  Jinde Cao,et al.  Second-order consensus in multi-agent dynamical systems with sampled position data , 2011, Autom..

[25]  F. Deng,et al.  Mean square consensus of leader-following multi-agent systems with measurement noises and time delays. , 2017, ISA transactions.

[26]  Huanshui Zhang,et al.  Observer-based robust consensus control for multi-agent systems with noises , 2016, Neurocomputing.

[27]  Gang Feng,et al.  Consensus of Linear Multi-Agent Systems by Distributed Event-Triggered Strategy , 2016, IEEE Transactions on Cybernetics.

[28]  Dong Yue,et al.  Event-triggered tracking control for heterogeneous multi-agent systems with Markov communication delays , 2013, J. Frankl. Inst..

[29]  Konrad Reif,et al.  Stochastic Stability of the Extended Kalman Filter With Intermittent Observations , 2010, IEEE Transactions on Automatic Control.

[30]  Qing-Long Han,et al.  A distributed event-triggered transmission strategy for sampled-data consensus of multi-agent systems , 2014, Autom..

[31]  Weihua Gui,et al.  Containment Control for Discrete-Time Multiagent Systems With Communication Delays and Switching Topologies , 2019, IEEE Transactions on Cybernetics.

[32]  Qingshan Liu,et al.  Distributed Optimization Based on a Multiagent System in the Presence of Communication Delays , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[33]  Dong Yue,et al.  Finite-time distributed event-triggered consensus control for multi-agent systems , 2016, Inf. Sci..

[34]  Tao Li,et al.  Consensus Conditions of Multi-Agent Systems With Time-Varying Topologies and Stochastic Communication Noises , 2010, IEEE Transactions on Automatic Control.

[35]  Karl Henrik Johansson,et al.  Robust Consensus for Continuous-Time Multiagent Dynamics , 2013, SIAM J. Control. Optim..

[36]  Guo-Ping Liu,et al.  Predictive Control of Networked Multiagent Systems via Cloud Computing , 2017, IEEE Transactions on Cybernetics.

[37]  Peng Shi,et al.  Output-Feedback Control for T–S Fuzzy Delta Operator Systems With Time-Varying Delays via an Input–Output Approach , 2015, IEEE Transactions on Fuzzy Systems.

[38]  Jonathan H. Manton,et al.  Coordination and Consensus of Networked Agents with Noisy Measurements: Stochastic Algorithms and Asymptotic Behavior , 2009, SIAM J. Control. Optim..