Skip to main content
Log in

Robust \(H_{\infty }\) Filtering for 2-D Discrete Roesser Systems

  • Published:
Journal of Control, Automation and Electrical Systems Aims and scope Submit manuscript

Abstract

This paper tackles the \(H_{\infty }\) filtering problem for 2-D discrete systems. The approach is based on the Roesser model. The objective is to propose a new design with sufficient condition via LMI formulations. Less conservative results are obtained by introducing additional free parameters by using the Finsler’s Lemma. This method provides extra degree of freedom in optimization of the \(H_{\infty }\) performance. The efficiency of the proposed approach is shown by several examples.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Benhayoun, M., Mesquine, F., & Benzaouia, A. (2013). Delay-dependent stabilizability of 2D delayed continuous systems with saturating control. Circuits Systems and Signal Processing, 32(6), 2723–2743.

    Article  MathSciNet  Google Scholar 

  • Boukili, B., Hmamed, A., Benzaouia, A., & El Hajjaji, A. (2013). \(H_{\infty }\) filtering of two-dimensional T–S fuzzy systems. Circuits Systems and Signal Processing, 33(6), 1737–1761.

    Article  MathSciNet  Google Scholar 

  • Boukili, B., Hmamed, A., Benzaouia, A., & El Hajjaji, A. (2014a). \(H_{\infty }\) state control for 2D fuzzy FM systems with stochastic perturbation. Circuits Systems and Signal Processing, 34(3), 779–796.

  • Boukili, B., Hmamed, A., & Tadeo, F. (2014b). Robust \(H_{\infty }\) filtering of 2D discrete Fornasini-Marchesini systems. International Journal on Sciences and Techniques of Automatic Control & Computer Engineering (IJ-STA), 8(1), 1998–2011.

  • Chen, S. F., & Fong, I. K. (2006). Robust \(H_{\infty }\) filtering for 2D state-delayed systems with NFT uncertainties. IEEE Transactions on Signal Processing, 54(1), 274–285.

    Article  Google Scholar 

  • Dey, A., Kokil, P., & Kar, H. (2012). Stability of two-dimensional digital filters described by the Fornasini–Marchesini second model with quantisation and overflow. IET Signal Processing, 6(7), 641–647. doi:10.1049/iet-spr.2011.0265.

    Article  MathSciNet  Google Scholar 

  • Du, C., Xie, L., & Soh, Y. C. (2000). \(H_{\infty }\) fltering of 2D discrete systems. IEEE Transactions on Signal Processing, 48(6), 1760–1768.

    Article  MATH  Google Scholar 

  • Du, C., Xie, L., & Zhang, C. (2001). \(H_{\infty }\) control and robust stabilization of two-dimensional systems in Roesser models. Automatica, 37, 205–211.

    Article  MathSciNet  MATH  Google Scholar 

  • Du, C., Xie, L., & Zhang, C. (2002). \(H_{\infty }\) control and robust stabilization of two-dimensional systems in Roesser models. Berlin: Springer.

  • El-Kasri, C., Hmamed, A., Alvarez, T., & Tadeo, F. (2012). Robust \(H_{\infty }\) filtering of 2D Roesser discrete systems: A polynomial approach. Mathematical Problems in Engineering, 2012(2012), 521675. doi:10.1155/2012/521675.

  • El-Kasri, C., Hmamed, A., & Tadeo, F. (2013a). Reduced-order \(H_{\infty }\) filters for uncertain 2D continuous systems, via LMIs and polynomial matrices circuits. Systems, and Signal Processing, 33(4), 1189–1214.

    Article  MathSciNet  Google Scholar 

  • El-Kasri, C., Hmamed, A., Tissir, E. H., & Tadeo, F. (2013b). Robust \(H_{\infty }\) filtering for uncertain two-dimensional continuous systems with time-varying delays. Multidimensional Systems and Signal Processing, 24(4), 685–706.

    Article  MathSciNet  MATH  Google Scholar 

  • Fornasini, E., & Marchisini, G. (1976). State-space realization theory of two-dimensional filters. IEEE Transactions on Automatic Control, 21(4), 484–492.

    Article  MathSciNet  MATH  Google Scholar 

  • Fornasini, E., & Marchisini, G. (1978). Doubly-indexed dynamical systems: State-space models and structural properties. Mathematical Systems Theory, 12(1), 59–72.

    Article  MathSciNet  MATH  Google Scholar 

  • Gao, C. Y., Duan, G. R., & Meng, X. Y. (2008). Robust \(H_{\infty }\) filter design for 2D discrete systems in Roesser model. International Journal of Automation and Computing, 5(4), 413–418.

    Article  Google Scholar 

  • Gao, H., & Li, X. (2011). \(H_{\infty }\) filtering for discrete-time state-delayed systems with finite frequency specifications. IEEE Transactions on Automatic Control, 56(12), 2935–2941.

    Article  Google Scholar 

  • Gao, H., & Li, X. (2014). Robust filtering for uncertain systems: A parameter-dependent approach. Switzerland: Springer International Publishing. doi:10.1007/978-3-319-05903-7.

  • Gao, H., & Wang, C. (2004). A delay-dependent approach to robust \(H_{\infty }\) filtering for uncertain discrete-time state-delayed systems. IEEE Transactions on Signal Processing, 52(6), 1631–1640.

    Article  MathSciNet  Google Scholar 

  • Hmamed, A., Alfidi, M., Benzaouia, A., & Tadeo, F. (2008). LMI conditions for robust stability of 2D linear discrete-time systems. Mathematical Problems in Engineering, 2008, 356124.

    Article  MathSciNet  MATH  Google Scholar 

  • Hmamed, A., Kasri, C. E., Tissir, E. H., Alvarez, T., & Tadeo, F. (2013). Robust \(H_{\infty }\) filtering for uncertain 2D continuous systems with delays. International Journal of Innovative Computing Information and Control, 9(5), 2167–2183.

    MATH  Google Scholar 

  • Hmamed, A., Mesquine, F., Tadeo, F., Benhayoun, M., & Benzaouia, A. (2010). Stabilization of 2D saturated systems by state feedback control. Multidimensional Systems and Signal Processing, 21, 277–292.

    Article  MathSciNet  MATH  Google Scholar 

  • Kokil, P., Dey, A., & Kar, H. (2012). Stability of 2-D digital filters described by the Roesser model using any combination of quantization and overflow nonlinearities. Signal Processing. doi:10.1016/j.sigpro.2012.05.016.

  • Lacerda, M. J., Oliveira, R. C. L. F., & Peres, P. L. D. (2011). Robust \(H_{2}\) and \(H_{\infty }\) filter design for uncertain linear systems via LMIs and polynomial matrices. Signal Processing, 91, 1115–1122.

    Article  MATH  Google Scholar 

  • Li, X., & Gao, H. (2012). Robust finite frequency \(H_{\infty }\) filtering for 2D Roesser systems. Automatica, 48, 1163–1170.

    Article  MATH  Google Scholar 

  • Li, X., Gao, H., & Wang, C. (2012). Generalized Kalman–Yakubovich–Popov lemma for 2D FM LSS model. IEEE Transactions on Automatic Control, 57(12), 3090–3103.

  • Meng, X., & Chen, T. (2014). Event triggered robust filter design for discrete-time systems. IET Control Theory Applications, 8(2), 104–113.

    Article  MathSciNet  MATH  Google Scholar 

  • Qiu, J., Ding, S., Gao, H., & Yin, S. (2015). Fuzzy-model-based reliable static output feedback \(H_{\infty }\) control of nonlinear hyperbolic PDE systems. IEEE Transactions on Fuzzy Systems. doi:10.1109/TFUZZ.2015.2457934.

  • Qiu, J., Gao, H., & Ding, S. X. (2015b). Recent advances on fuzzy-model-based nonlinear networked control systems: A survey. IEEE Transactions on Industrial Electronics. doi:10.1109/TIE.2015.2504351.

  • Qiu, J., Hui, H., Lu, Q., & Gao, H. (2013). Nonsynchronized robust filtering design for continuous-time T–S fuzzy affine dynamic systems based on piecewise Lyapunov functions. IEEE Transactions on Cybernetics, 43(6), 1755–1766.

    Article  Google Scholar 

  • Qiu, J., Wei, Y., & Karimi, H. R. (2015). New approach to delay-dependent image control for continuous-time Markovian jump systems with time-varying delay and deficient transition descriptions. Journal of the Franklin Institute, 352(1), 189–215.

    Article  MathSciNet  MATH  Google Scholar 

  • Roesser, R. (1975). A discrete state-space model for linear image processing. IEEE Transactions on Automatic Control, 20(1), 1–10.

    Article  MathSciNet  MATH  Google Scholar 

  • Takagi, T. (1985). Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems, Man and Cybernetics, SMC–15(1), 116–132.

    Article  MATH  Google Scholar 

  • Wang, T., Gao, H., & Qiu, J. (2015). A combined adaptive neural network and nonlinear model predictive control for multirate networked industrial process control. IEEE Transactions on Neural Networks and Learning Systems. doi:10.1109/TNNLS.2015.2411671.

  • Wu, L., Shi, P., Gao, H., & Wang, C. (2008). \(H_{\infty }\) filtering for 2D Markovian jump systems. Automatica, 44(7), 1849–1858.

    Article  MathSciNet  MATH  Google Scholar 

  • Xia, Y., & Jia, Y. (2002). Robust stability functionals of state delayed systems with polytopic type uncertainties via parameter-dependent Lyapunov functions. International Journal of Control, 75, 1427–1434.

    Article  MathSciNet  MATH  Google Scholar 

  • Xu, S., Lam, J., Zou, Y., Lin, Z., & Paszke, W. (2005). Robust \(H_{\infty }\) filtering for uncertain 2D continuous systems. IEEE Transactions on Signal Processing, 53(5), 1731–1738.

    Article  MathSciNet  Google Scholar 

  • Xu, H., Zou, Y., Xu, S., & Guo, L. (2008). Robust \(H_{\infty }\) control for uncertain two-dimensional discrete systems described by the general model via output feedback controllers. International Journal of Control Automation, and Systems, 6(5), 785–791.

    Google Scholar 

  • Ying, Z., & Rui, Z. (2011). A new approach to robust \(H_{\infty }\) filtering for 2D systems in Roesser model. In Proceedings of the 30th Chinese control conference, Yantai, China (pp. 22–24).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bensalem Boukili.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Boukili, B., Hmamed, A. & Tadeo, F. Robust \(H_{\infty }\) Filtering for 2-D Discrete Roesser Systems. J Control Autom Electr Syst 27, 497–505 (2016). https://doi.org/10.1007/s40313-016-0251-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40313-016-0251-5

Keywords

Navigation