Modelling and stability analysis of MIMO networked control systems withmulti-channel random packet losses

Traditional networked control systems (NCSs) analysis and design have been based on the single closed-loop configuration. This paper studies the modelling and stability of multi-input multi-output (MIMO) networked control systems (NCSs) with multiple channels. Unlike the NCSs based on the single close-loop configuration, there exist data packet dropout, data packet out-of-order and network-induced delay in every channel, which make multi-channel MIMO NCSs more complex. In order to solve these network-related non-deterministic issues, a general switched system model with unknown switched sequence for multi-channel MIMO NCSs is first proposed, which can not only describe the MIMO NCSs where the controller communicates with sensors and actuators through distinct channels, but also can describe the NCSs based on the single closed-loop configuration. Based on Lyapunov stability theory combined with linear matrix inequalities (LMIs) techniques, a sufficient condition is then derived for multi-channel MIMO NCSs to be asymptotical stable in term of a set of bilinear matrix inequalities. Furthermore, the proposed results are easily extended to the uncertain MIMO NCSs. Finally, simulation results confirm the feasibility and effectiveness of the proposed method.

[1]  Yuanqing Xia,et al.  Networked Predictive Control of Systems With Random Network Delays in Both Forward and Feedback Channels , 2007, IEEE Transactions on Industrial Electronics.

[2]  Panos J. Antsaklis,et al.  Special Issue on Technology of Networked Control Systems , 2007 .

[3]  G. Papavassilopoulos,et al.  Biaffine matrix inequality properties and computational methods , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[4]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[5]  Nathan van de Wouw,et al.  Stability of Networked Control Systems With Uncertain Time-Varying Delays , 2009, IEEE Transactions on Automatic Control.

[6]  Chien-Liang Lai,et al.  Design the Remote Control System With the Time-Delay Estimator and the Adaptive Smith Predictor , 2010, IEEE Transactions on Industrial Informatics.

[7]  Huijun Gao,et al.  Stabilization of Networked Control Systems With a New Delay Characterization , 2008, IEEE Transactions on Automatic Control.

[8]  Shuang-Hua Yang,et al.  Time delay and data loss compensation for Internet-based process control systems , 2005 .

[9]  Sing Kiong Nguang,et al.  State feedback control of uncertain networked control systems with random time-delays , 2007, 2007 46th IEEE Conference on Decision and Control.

[10]  Mo-Yuen Chow,et al.  State feedback stabilisation of networked control systems , 2009 .

[11]  Minrui Fei,et al.  A two-layer networked learning control system using actor-critic neural network , 2008, Appl. Math. Comput..

[12]  Clarence W. de Silva,et al.  Compensation for transmission delays in an ethernet-based control network using variable-horizon predictive control , 2006, IEEE Transactions on Control Systems Technology.

[13]  Mo-Yuen Chow,et al.  EDA-Based Speed Control of a Networked DC Motor System With Time Delays and Packet Losses , 2009, IEEE Transactions on Industrial Electronics.

[14]  A. Teel,et al.  Stability of delay impulsive systems with application to networked control systems , 2007, 2007 American Control Conference.

[15]  Dong Yue,et al.  Stabilization of Systems With Probabilistic Interval Input Delays and Its Applications to Networked Control Systems , 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[16]  Xinhan Huang,et al.  Delay-dependent stability criteria for a class of networked control systems with multi-input and multi-output , 2007 .

[17]  Lei Zhang,et al.  Communication and control co-design for networked control systems , 2006, Autom..

[18]  Yang Shi,et al.  Output Feedback Stabilization of Networked Control Systems With Random Delays Modeled by Markov Chains , 2009, IEEE Transactions on Automatic Control.

[19]  Jing Wu,et al.  Design of Networked Control Systems With Packet Dropouts , 2007, IEEE Transactions on Automatic Control.

[20]  Yunhua Li,et al.  Network-Based Coordinated Motion Control of Large-Scale Transportation Vehicles , 2007, IEEE/ASME Transactions on Mechatronics.

[21]  Guo-Ping Liu,et al.  Guaranteed Cost Control for Networked Control Systems Based on an Improved Predictive Control Method , 2010, IEEE Transactions on Control Systems Technology.

[22]  Yugang Niu,et al.  Stabilization of Markovian jump linear system over networks with random communication delay , 2009, Autom..