Abstract
This paper considers the 2D systems described by the Fornasini–Marchesini statespace model. Direct and converse theorems on the exponential stability of such systems are proved in terms of vector Lyapunov functions. The concepts of exponential passivity and a vector storage function are introduced for solving exponential stabilization problems. An example is given to illustrate the efficiency of the new results.
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Plotnikov, V.I. and Sumin, M.I., Problems of Stability of Nonlinear Goursat–Darboux Systems, Differ. Uravn., 1972, vol. 7, no. 5, pp. 845–856.
Byrnes, C., Isidori, A., and Willems, J., Passivity, Feedback Equivalence and the Global Stabilization of Minimun Phase Nonlinear Systems, IEEE Trans. Automat. Control, 1991, vol. 36, pp. 1228–1240.
Du, C. and Xie, L., Stability Analysis and Stabilization of Uncertain Two-Dimensional Discrete Systems: An LMI Approach, IEEE Trans. Circuits Syst. I: Fund. Theory Appl., 1999, vol. 46, pp. 1371–1374.
Emelianova, J., Pakshin, P., Gałkowski, K., and Rogers, E., Vector Lyapunov Function Based Stability of a Class of Applications Relevant 2D Nonlinear Systems, IFAC Proc. Volumes (IFACPapersOnLine), 2014, vol. 47, no. 3, pp. 8247–8252.
Emelianova, J., Pakshin, P., Gałkowski, K., and Rogers, E., Stability of Nonlinear Discrete Repetitive Processes with Markovian Switching, Syst. Control Lett., 2015, vol. 75, pp. 108–116.
Emelianova, J., Pakshin, P., Gałkowski, K., and Rogers, E., Stability of Nonlinear 2D Systems Described by the Continuous-Time Roesser Model, Autom. Remote Control, 2014, vol. 75, no. 5, pp. 845–858.
Dymkov, M., Gałkowski, K., Rogers, E., Dymkou, V., and Dymkou, S., Modeling and Control of a Sorption Process Using 2D Systems Theory, Proc. 7th Int. Worskop on Multidimensional Systems (NDS’11), 2011, pp. 1–6.
Fornasini, E. and Marchesini, G., Doubly Indexed Dynamical Systems: State Models and Structural Properties, Math. Syst. Theory, 1978, vol. 12, pp. 59–72.
Fradkov, A. and Hill, D., Exponential Feedback Passivity and Stabilizability of Nonlinear Systems, Automatica, 1998, vol. 34, pp. 697–703.
Hmamed, A., Mesquine, F., Tadeo, F., Benhayoun, M., and Benzaouia, A., Stabilization of 2D Saturated Systems by State Feedback Control, in Multidim. Syst. Signal Proces., 2010, vol. 21, no. 3, pp. 277–292.
Hladowski, L., Gałkowski, K., Cai, Z., Rogers, E., Freeman, C.T., and Lewin, P.L., Experimentally Supported 2D Systems Based Iterative Learning Control Law Design for Error Convergence and Performance, Control Eng. Practice, 2010, vol. 18(4), pp. 339–348.
Khalil, H., Nonlinear Systems, New Jersey: Prentice Hall, 2002, 3rd ed.
Kurek, J., Stability of Nonlinear Time-Varying Digital 2-D Fornasini–Marchesini System, in Multidim. Syst. Signal Proces., 2014, vol. 25, no. 1, pp. 235–244.
Kurek, J.E. and Zaremba, M.B., Iterative Learning Control Synthesis Based on 2D System Theory, IEEE Trans. Automat. Control, 1993, vol. 38, pp. 121–125.
Liu, D., Lyapunov Stability of Two-Dimensional Digital Filters with Overflow Nonlinearities, IEEE Trans. Circuits Syst. I: Fund. Theory Appl., 1998, vol. 45, pp. 574–577.
Pandolfi, L., Exponential Stability of 2D Systems, Syst. Control Lett., 1984, vol. 4, pp. 381–385.
Pakshin, P., Gałkowski, K., and Roger, E., Stability and Stabilization of Systems Modeled by 2D Nonlinear Stochastic Roesser Models, Proc. 7th Int. Workshop on Multidimensional (nD) Systems, 2011, pp. 1–6.
Paszke, W., Rogers, E., Gałkowski, K., and Cai, Z., Robust Finite Frequency Range Iterative Learning Control Design and Experimental Verification, Control Eng. Pract., 2013, vol. 21, pp. 1310–1320.
Roesser, R.P., A Discrete State-Space Model for Linear Image Processing, IEEE Trans. Automat. Control, 1975, vol. AC-20(1), pp. 1–10.
Rogers, E., Gałkowski, K., and Owens, D.H., Control Systems Theory and Applications for Linear Repetitive Processes, Lecture Notes in Control and Information Sciences, Berlin: Springer-Verlag, 2007, vol.349.
Sammons, P.M., Bristow, D.A., and Landers, R.G., Iterative Learning Control of Bead Morphology in Laser Metal Deposition Processes, Proc. Am. Control Conf., 2013, pp. 5962–5967.
Sammons, P.M., Bristow, D.A., and Landers, R.G., Height Dependent Laser Metal Deposition Process Modeling, J. Manufact. Sci. Eng., 2013, vol. 135, no. 5, pp. 1–7.
Willems, J., Dissipative Dynamical Systems Part I: General Theory, Arch. Rational Mech. Analysis, 1972, vol. 45, pp. 325–351.
Yamada, M., Xu, L., and Saito, O., 2D Model-Following Servo System, in Multidim. Syst. Signal Proces., 1999, vol. 10, no. 1, pp. 71–91.
Yeganefar, N., Yeganefar, N., Ghamgui, M., and Moulay, E., Lyapunov Theory for 2D Nonlinear Roesser Models: Application to Asymptotic and Exponential Stability, IEEE Trans. Automat. Control, 2013, vol. 58, pp. 1299–1304.
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Original Russian Text © J.P. Emelianova, 2016, published in Upravlenie Bol’shimi Sistemami, 2016, No. 64, pp. 49–64.
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Emelianova, J.P. Stabilization of Nonlinear Fornasini–Marchesini Systems. Autom Remote Control 79, 1903–1911 (2018). https://doi.org/10.1134/S0005117918100132
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DOI: https://doi.org/10.1134/S0005117918100132