Discrete-Time Event-Triggered Control of Nonlinear Wireless Networked Control Systems

This paper investigates the problem of stabilization of nonlinear discrete-time networked control systems (NCSs) with event-triggering communication scheme in the presence of signal transmission delay. A Takagi-Sugeno (T-S) fuzzy model and parallel-distributed compensation (PDC) scheme are first employed to design a nonlinear fuzzy event-triggered controller for the stabilization of nonlinear discrete-time NCSs. The idea of the event-triggering communication scheme (i.e., a soft computation algorithm) under consideration is that the current sensor data is transmitted only when the current sensor data and the previously transmitted one satisfy a certain state-dependent trigger condition. By taking the signal transmission delay into consideration and using delay system approach, a T-S fuzzy delay system model is established to describe the nonlinear discrete-time NCSs with event-triggering communication scheme. Attention is focused on the design of fuzzy event-triggered controller which ensures asymptotic stability of the closed-loop fuzzy systems. Linear matrix inequality- (LMI-) based conditions are formulated for the existence of admissible fuzzy event-triggered controller. If these conditions are feasible, a desired fuzzy event-triggered controller can be readily constructed. A nonlinear mass-spring-damper mechanical system is presented to demonstrate the effectiveness of the proposed method.

[1]  Xiaofeng Wang,et al.  Event-Triggering in Distributed Networked Control Systems , 2011, IEEE Transactions on Automatic Control.

[2]  Songlin Hu,et al.  L2 ‐Gain analysis of event‐triggered networked control systems: a discontinuous Lyapunov functional approach , 2013 .

[3]  Eun Tae Jeung,et al.  Robust fuzzy H[infin] control for uncertain nonlinear systems via state feedback: an LMI approach , 2001, Fuzzy Sets Syst..

[4]  Qing-Long Han,et al.  Event-triggered dynamic output feedback control for networked control systems , 2014 .

[5]  Lei Yan,et al.  Distributed state estimation in sensor networks with event-triggered communication , 2014 .

[6]  Daniel W. C. Ho,et al.  Robust $H_{\infty }$ Fuzzy Output-Feedback Control With Multiple Probabilistic Delays and Multiple Missing Measurements , 2010, IEEE Transactions on Fuzzy Systems.

[7]  Xiaoping Liu,et al.  Robust Hinfinity control of Takagi-Sugeno fuzzy systems with state and input time delays , 2009, Fuzzy Sets Syst..

[8]  Ho Jae Lee,et al.  Comments on "T - S Fuzzy-Model-Based Robust $H_{\infty }$ Design for Networked Control Systems With Uncertainties , 2009 .

[9]  Chen Peng,et al.  Event-triggered communication and H∞H∞ control co-design for networked control systems , 2013, Autom..

[10]  N. Zheng,et al.  Fuzzy $H_{\infty}$ Tracking Control for Nonlinear Networked Control Systems in T–S Fuzzy Model , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[11]  Michael D. Lemmon,et al.  Event-Triggered Feedback in Control, Estimation, and Optimization , 2010 .

[12]  Songlin Hu,et al.  Event-triggered control design of linear networked systems with quantizations. , 2012, ISA transactions.

[13]  Wei Zhang,et al.  Stability of networked control systems , 2001 .

[14]  Vladimir L. Kharitonov,et al.  Stability of Time-Delay Systems , 2003, Control Engineering.

[15]  Jun Yang,et al.  T-S Fuzzy-Model-Based Robust $H_{\infty}$ Design for Networked Control Systems With Uncertainties , 2007, IEEE Transactions on Industrial Informatics.

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

[17]  Hong Ye,et al.  Scheduling of networked control systems , 2001 .

[18]  João Pedro Hespanha,et al.  A Survey of Recent Results in Networked Control Systems , 2007, Proceedings of the IEEE.

[19]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[20]  Nathan van de Wouw,et al.  Networked Control Systems With Communication Constraints: Tradeoffs Between Transmission Intervals, Delays and Performance , 2010, IEEE Transactions on Automatic Control.

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

[22]  Wei Zhang,et al.  Stability of Networked Control Systems Stability of Networked Control Systems , 2001 .

[23]  Kazuo Tanaka,et al.  An approach to fuzzy control of nonlinear systems: stability and design issues , 1996, IEEE Trans. Fuzzy Syst..

[24]  Y. Tipsuwan,et al.  Control methodologies in networked control systems , 2003 .

[25]  Songlin Hu,et al.  Event-triggered guaranteed cost control for uncertain discrete-time networked control systems with time-varying transmission delays , 2012 .

[26]  Euntai Kim,et al.  A new sliding-mode control with fuzzy boundary layer , 2001, Fuzzy Sets Syst..

[27]  W. P. M. H. Heemels,et al.  Model-based periodic event-triggered control for linear systems , 2013, Autom..

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

[29]  Fuwen Yang,et al.  Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[30]  James Lam,et al.  Stabilization of Networked Control Systems With a Logic ZOH , 2009, IEEE Transactions on Automatic Control.

[31]  Fuwen Yang,et al.  Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[32]  Chen Peng,et al.  Communication-Delay-Distribution-Dependent Networked Control for a Class of T–S Fuzzy Systems , 2010, IEEE Transactions on Fuzzy Systems.

[33]  Dimos V. Dimarogonas,et al.  Event-triggered control for discrete-time systems , 2010, Proceedings of the 2010 American Control Conference.

[34]  Bo Yu,et al.  Robust mixed H2/H∞ control of networked control systems with random time delays in both forward and backward communication links , 2011, Autom..

[35]  Zidong Wang,et al.  A survey of event-based strategies on control and estimation , 2014 .

[36]  Dong Yue,et al.  A Delay System Method for Designing Event-Triggered Controllers of Networked Control Systems , 2013, IEEE Transactions on Automatic Control.

[37]  Tai C Yang,et al.  Networked control system: a brief survey , 2006 .

[38]  Dong Yue,et al.  Network-based robust H ∞ control of systemswith uncertainty , 2005 .

[39]  Huijun Gao,et al.  New results on H∞ filtering for fuzzy systems with interval time-varying delays , 2011, Inf. Sci..

[40]  Bruce A. Francis,et al.  Limited Data Rate in Control Systems with Networks , 2002 .

[41]  Qing-Long Han,et al.  On Designing Fuzzy Controllers for a Class of Nonlinear Networked Control Systems , 2008, IEEE Transactions on Fuzzy Systems.

[42]  Dong Yue,et al.  T–S Fuzzy Model-Based Robust Stabilization for Networked Control Systems With Probabilistic Sensor and Actuator Failure , 2011, IEEE Transactions on Fuzzy Systems.

[43]  Q. Han,et al.  State feedback controller design of networked control systems , 2004 .

[44]  James Lam,et al.  A new delay system approach to network-based control , 2008, Autom..

[45]  Sing Kiong Nguang,et al.  Comments on "Fuzzy Hinfty Tracking Control for Nonlinear Networked Control Systems in T-S Fuzzy Model" , 2010, IEEE Trans. Syst. Man Cybern. Part B.

[46]  Fuwen Yang,et al.  H∞ control for networked systems with random communication delays , 2006, IEEE Trans. Autom. Control..

[47]  Dong Yue,et al.  To Transmit or Not to Transmit: A Discrete Event-Triggered Communication Scheme for Networked Takagi–Sugeno Fuzzy Systems , 2013, IEEE Transactions on Fuzzy Systems.

[48]  Huijun Gao,et al.  H∞ Fuzzy Control of Nonlinear Systems Under Unreliable Communication Links , 2009, IEEE Trans. Fuzzy Syst..