Abstract
This paper considers the robust stability analysis problem of multidimensional (nD) discrete systems. It is shown that the problems of stability test and stability margin computation for an nD system described by Roesser model can be recast into μ analysis problems in a unified way, thus can be solved effectively by using the commercially available software package. Several numerical examples are presented to illustrate the new methods.
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P. Agathoklis, E.I. Jury, and M. Mansour, “The Margin of Stability of 2-D Linear Discrete Systems”, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-30, 1982, pp. 869–873.
P. Agathoklis, “Lower Bounds for the Stability Margin of Discrete Two-dimensional Systems Based on the Two-dimensional Lyapunov Equation”, IEEE Transactions on Circuits and Systems, vol. 35, 1988, pp. 745–749.
N.K. Bose. “Simplification of a Multidimensional Digital Filter Stability Test”, Journal of the Franklin Institut, vol. 330,no. 5, 1993, pp. 905–911.
W.S. Lu, A. Antoniou and P. Agathoklis, “Stability of 2-D Digital Filters under Parameter Variations”, IEEE Transactions on Circuits and Systems, vol. CAS-33,no. 5, 1986, pp. 476–482.
L.M. Roytman, M.N.S. Swamy, and G. Eichmann, “An Efficient Numerical Scheme to Compute 2-D Stability Thresholds”, IEEE Transactions on Circuits and Systems, vol. CAS-34,no. 3, 1987, pp. 322–324.
M. Wang, E.B. Lee and D. Booley, “A Simple Method to Determine the Stability and the Margin of Stability of 2-D Recursive Filters”, IEEE Transactions on Circuits and Systems, vol. 39, 1992, pp. 237–239.
N.K. Bose and E.I. Jury, “Positivty and Stability Tests for Multidimensional Filters (Discrete-Continuous)”, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 22,no. 3, 1974, pp. 174–180.
N.K. Bose and P.S. Kamat, “Algorithm for Stability Test of Multidimensional Filters”, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. 22,no. 5, 1974, pp. 307–314.
S. Basu, “New Results on Stable Multidimensional Polynomials — Part III: State-Space Interpretations, IEEE Transactions on Circuits and Systems, vol. 38,no. 7, 1991, pp. 755–768.
E. Curtin and S. Saba, “Stability and Margin of Stability Tests for Multidimensional Filters”, IEEE Transactions on Circuits and Systems I, vol. 46,no. 7, 1999, pp. 806–809.
E.I. Jury, “Stability of Multidimensional Scalar and Matrix Polynomials”, Proceedings of IEEE, vol. 66,no. 9, 1978, pp. 1018–1047.
E. Walach and E. Zeheb, “N-Dimensional Stability Margins Computation and a Variable Transformation”, IEEE Transactions on Acoustics, Speech, and Signal Processing, vol. ASSP-30,no. 6, 1982, pp. 887–893.
C. Xiao and D.J. Hill, “Stability Results for Decomposable Multidimensional Digital Systems Based on the Lyapunov Equation”, Multidimensional Systems and Signal Processing, vol. 7, 1996, pp. 195–209.
L. Xu, J.Q. Ying, Z. Lin and O. Saito, “Comments on "stability Tests of N-Dimensional Discrete Time Systems Using Polynomial Arrays”, IEEE Transactions on Circuits and Systems II, vol. 50,no. 9, 2003, pp. 666–669.
J.Q. Ying, L. Xu and M. Kawamata, “Robust Stability and Stabilization of n-D Systems”, CD Proceeding of MTNS 2002, South Bend, Indiana, USA, August 2002.
G.J. Balas, J.C. Doyle, K. Glover, A. Packard and R. Smith, µ-Analysis and Synthesis Toolbox for Use with MATLAB, Version 3, The MATH WORKS Inc, 1998.
J.E. Kurek, “The General State-Space Model for a Two-demensional Linear Digital System”, IEEE Transactions on Automatic Control, vol. 30, 1985, pp. 600–602.
J. Doyle “Analysis of Feedback Systems with Structured Uncertainties”, IEE Proceedings, vol. 129, Pt.D, 1982, pp. 242–250.
A. Packard and J. Doyle, “The Complex Structured Singular Value”, Automatica, vol. 29, 1993, pp. 71–109.
K. Zhou with J.C. Doyle and K. Glover, Robust and Optimal Control, Prentice Hall, Upper Saddle River, New Jersey, 1996.
W.-M. Lu, K. Zhou and J.C. Doyle, “Stabilization of Uncertain Linear Systems: An LFT Approach”, IEEE Transactions on Automatic Control, vol. 41, 1996, pp. 50–65.
P. Agathoklis, “The Lyaponuv Equation for n-Dimensional Discrete Systems”, IEEE Transactions on Circuts and Systems, vol. 35, 1988, pp. 448–451.
P. Agathoklis, E.J. Jury and M. Mansour, “On the Various Forms and Methods of Solution of the Lyaponuv Equation for 2-D Discrete Systems”, Proceedings of IEEE Conference Decision Control, 1985, pp. 1573–1578.
D. Liu and A.N. Michel, “Stability Analysis of State-space Realizations for Two-dimensional Filters with Overflow Nonlinearities”, IEEE Transactions on Circuits and Systems I, vol. 41,no. 2, 1994, pp. 127–137.
T. Fernando and H. Trinh, “Lower Bounds for Stability Margin of Two-dimensional Discrete Systems using The MAcLaurine Series”, Computers and Electrical Engineering, vol. 25, 1999, pp. 95–109.
E. Fornasini and G. Marchesini, “State-space Realization Theory of Two-dimensional Filters”, IEEE Transactions on Automatic Control, vol. 21, 1976, pp. 484–491.
S.Y. Kung, B.C. Levy, M. Morf and T. Kailath, “New Results in 2-D Systems Theory, Part II: 2-D State-space Models — Realization and the Notations of Controllability, Observability and Minimality”, Proceedings of IEEE, vol. 65, 1977, pp. 945–961.
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Xu, L., Wu, Q., Lin, Z. et al. A μ Approach to Robust Stability Analysis of nD Discrete Systems. Multidimensional Systems and Signal Processing 15, 277–293 (2004). https://doi.org/10.1023/B:MULT.0000028009.31571.0d
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DOI: https://doi.org/10.1023/B:MULT.0000028009.31571.0d