Skip to main content
Log in

Analysis and design of unknown input observers for a class of 2-D nonlinear systems

  • Published:
Multidimensional Systems and Signal Processing Aims and scope Submit manuscript

Abstract

This paper considers the analysis and design of asymptotic unknown input observers (UIOs) for a class of two-dimensional (2-D) nonlinear systems. A sufficient condition for the existence of an asymptotic UIO such that the observer estimation error asymptotically converges to zero is first given in terms of a rank condition on the given system matrices. A systematic method is then presented for the design of UIOs using a linear matrix inequality technique. An example is provided to illustrate the effectiveness of the proposed design method.

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

  • Bisiacco M. (1986) On the structure of 2D-observers. IEEE Transactions on Automatic Control AC 31: 676–680

    Article  MathSciNet  MATH  Google Scholar 

  • Bisiacco M., Valcher M. E. (2004) Unknown input observers for 2D state-space models. International Journal Control 77: 861–876

    Article  MathSciNet  MATH  Google Scholar 

  • Bisiacco M., Valcher M. E. (2006) The general fault detection and isolation problem for 2D state-space models. Systems and Control Letters 55: 894–899

    Article  MathSciNet  MATH  Google Scholar 

  • Feng Z., Wu Q., Xu L. (2012) H control of linear multidimensional discrete systems. Multidimensional Systems and Signal Processing 23: 381–411

    Article  MathSciNet  Google Scholar 

  • Hoang N. T., Tuan H. D., Nguyen T. Q., Hosoe S. (2005) Robust mixed generalized H 2/H filtering of 2-D nonlinear fractional transformation systems. IEEE Transactions on Signal Processing 53: 4697–4706

    Article  MathSciNet  Google Scholar 

  • Kaczorek T. (1985) Two-dimensional linear systems. Springer, Berlin

    MATH  Google Scholar 

  • Kar H., Singh V. (2004) Robust stability of 2-D discrete systems described by the Fornasini-Marchesini second model employing quantization/overflow nonlinearities. IEEE Transactions on Circuits Systems II 51: 598–602

    Article  Google Scholar 

  • Kurek J. E. (1995) Stability of nonlinear parameter-varying digital 2-D systems. IEEE Transactions on Automatic Control 40: 1428–1432

    Article  MathSciNet  MATH  Google Scholar 

  • Lin Z., Bruton L. T. (1989) BIBO stability of inverse 2-D digital filters in the presence of nonessential singularities of the second kind. IEEE Transactions on Circuits Systems 36: 244–254

    Article  MathSciNet  MATH  Google Scholar 

  • Liu D. (1998) Lyapunov stability of two-dimensional digital filters with overflow nonlinearities. IEEE Transactions on Circuits Systms I 45: 574–577

    Article  MATH  Google Scholar 

  • Liu D., Michel A. N. (1994) Stability analysis of state-space realizations for two-dimensional filters with overflow nonlinearities. IEEE Transactions on Circuits Systems I 41: 127–137

    Article  MathSciNet  MATH  Google Scholar 

  • Ntogramatzidis L., Cantoni M. (2010) Detectability subspaces and observer synthesis for two-dimensional systems. Multidimensional Systems and Signal Processing 23: 79–96

    Article  MathSciNet  Google Scholar 

  • Ntogramatzidis L., Cantoni M., Yang R. (2008) A geometric theory for 2-D systems including notions of stabilisability. Multidimensional Systems and Signal Processing 19: 449–475

    Article  MathSciNet  MATH  Google Scholar 

  • Ooba T. (2000) On stability analysis of 2-D systems based on 2-D Lyapunov matrix inequalities. IEEE Transactions on Circuits Systems I 47: 1263–1265

    Article  MathSciNet  Google Scholar 

  • Rao C., Mitra S. (1971) Generalized inverse of matrices and its applications. Wiley, New York

    MATH  Google Scholar 

  • Singh V. (2008) Stability analysis of 2-D discrete systems described by the Fornasini-Marchesini second model with state saturation. IEEE Transactions on Circuits Systems II 55: 793–796

    Article  Google Scholar 

  • Wang W., Zou Y. (2002) The detectability and observer design of 2-D singular systems. IEEE Transations on Circuits Systems I 49: 698–703

    Article  MathSciNet  Google Scholar 

  • Wang Y., Xie L., de Souza C. E. (1992) Robust control of a class of uncertain nonlinear systems. Systems and Control Letters 19: 139–149

    Article  MathSciNet  Google Scholar 

  • Xie L., Du C., Soh Y. C., Zhang C. (2001) H and robust control of 2-D systems in FM second model. Multidimensional Systems and Signal Processing 13: 265–287

    Article  MathSciNet  Google Scholar 

  • Xu, H., Lin, Z., Makur, A., & Xu, L. (2011). Asymptotic unknown input observers for two-dimensional systems. In Proceedings of the the seventh international workshop on multidimensional (nD) systems, Poitiers, France.

  • Xu H., Lin Z., Makur A. (2012) The existence and design of functional observers for two-dimensional systems. Systems and Control Letters 61: 362–368

    Article  MathSciNet  MATH  Google Scholar 

  • Xu L., Wu Q., Lin Z., Xiao Y. (2007) A new constructive procedure for 2-D coprime realization in Fornasini-Marchesini model. IEEE Transactions on Circuits Systems I 54: 2061–2069

    Article  MathSciNet  Google Scholar 

  • Xu L., Fan H., Lin Z., Xiao Y. (2011) Coefficient-dependent direct-construction approach to realization of multidimensional systems in Roesser model. Multidimensional Systems and Signal Processing 22: 97–129

    Article  MathSciNet  MATH  Google Scholar 

  • Xu S., Lam J., Lin Z., Galkowski K. (2002) Positive real control for uncertain two-dimensional systems. IEEE Transactions on Circuits Systems I 49: 1659–1666

    Article  MathSciNet  Google Scholar 

  • Zou Y., Wang W., Xu S., Xie L. (2007) Analysis and control of the jump modes behavior of 2-D singular systems part II: Regular observer and compensator design. Systems and Control Letters 56: 40–47

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Li Xu.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, L., Xu, H., Xu, L. et al. Analysis and design of unknown input observers for a class of 2-D nonlinear systems. Multidim Syst Sign Process 24, 621–635 (2013). https://doi.org/10.1007/s11045-012-0209-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11045-012-0209-0

Keywords

Navigation