Filtering for Discrete-Time Networked Nonlinear Systems With Mixed Random Delays and Packet Dropouts

In this technical note, a new class of discrete-time networked nonlinear systems with mixed random delays and packet dropouts is introduced, and the H∞ filtering problem for such systems is investigated. The mixed stochasitc time-delays consist of both discrete and infinite distributed delays and the packet dropout phenomenon occurs in a random way. Furthermore, new techniques are presented to deal with the infinite distributed delay in the discrete-time domain. Sufficient conditions for the existence of an admissible filter are established, which ensure the asymptotical stability as well as a prescribed H∞ performance. Finally, examples are given to demonstrate the effectiveness of the proposed filter design scheme in this technical note.

[1]  D. Kyookim Output-feedback control of systems over communication networks using a deterministic switching system approach*1 , 2004 .

[2]  E. Fridman,et al.  Robust Filtering of Linear Systems With Time-Varying Delay , 2003 .

[3]  Jianbin Qiu,et al.  Model Approximation for Discrete-Time State-Delay Systems in the T–S Fuzzy Framework , 2011, IEEE Transactions on Fuzzy Systems.

[4]  Emilia Fridman,et al.  Robust H∞ filtering of linear systems with time-varying delay , 2003, IEEE Trans. Autom. Control..

[5]  Johan Nilsson,et al.  Stochastic Analysis and Control of Real-Time Systems with Random Time Delays , 1996 .

[6]  Yuanqing Xia,et al.  Stabilization of networked control systems with nonuniform random sampling periods , 2011 .

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

[8]  Petter Ögren,et al.  Cooperative control of mobile sensor networks:Adaptive gradient climbing in a distributed environment , 2004, IEEE Transactions on Automatic Control.

[9]  Hongjiu Yang,et al.  Robust H∞ filtering for nonlinear systems with interval time-varying delays , 2010 .

[10]  Raja Sengupta,et al.  An H/sub /spl infin// approach to networked control , 2005, IEEE Transactions on Automatic Control.

[11]  Yeung Sam Hung,et al.  Distributed H∞-consensus filtering in sensor networks with multiple missing measurements: The finite-horizon case , 2010, Autom..

[12]  Michael V. Basin,et al.  Central suboptimal H ∞ filter design for linear time-varying systems with state and measurement delays , 2010, Int. J. Syst. Sci..

[13]  Daniel W. C. Ho,et al.  Robust H∞ control for a class of nonlinear discrete time-delay stochastic systems with missing measurements , 2009, Autom..

[14]  Guo-Ping Liu,et al.  Design of a Packet-Based Control Framework for Networked Control Systems , 2009, IEEE Transactions on Control Systems Technology.

[15]  Zidong Wang,et al.  Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[16]  Peng Shi,et al.  Central Suboptimal H∞ Filter Design for Linear Time-Varying Systems with State or Measurement Delay , 2009, Circuits Syst. Signal Process..

[17]  Guo-Ping Liu,et al.  Predictive Controller Design of Networked Systems With Communication Delays and Data Loss , 2010, IEEE Transactions on Circuits and Systems II: Express Briefs.