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Stability Analysis of 2D Discrete Linear System Described by the Fornasini-Marchesini Second Model with Actuator Saturation

DOI: 10.5402/2012/847178

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Abstract:

This paper proposes a novel antiwindup controller for 2D discrete linear systems with saturating controls in Fornasini-Marchesini second local state space (FMSLSS) setting. A Lyapunov-based method to design an antiwindup gain of 2D discrete systems with saturating controls is established. Stability conditions allowing the design of antiwindup loops, in both local and global contexts have been derived. Numerical examples are provided to illustrate the applicability of the proposed method. 1. Introduction An important problem which is always inherent to all dynamical systems is the presence of actuator saturation nonlinearities. Such nonlinearities may lead to performance degradation and even instability for feedback control systems. The stability analysis of the continuous as well as discrete time linear systems with saturating controls has been widely considered for one-dimensional (1D) systems [1–10]. The commonly used techniques to design controllers taking into account actuator saturation are (i) constrained model predictive control [4, 11], (ii) scheduled controllers [12], and (iii) antiwindup compensators [13–18]. Model predictive controllers find applications in chemical industries for the control of systems with saturations. Scheduled controllers also called piecewise linear controller or gain scheduling schemes are often used in aerospace industry. Antiwindup compensators are widely used in practice for the control systems with saturating actuators [14, 15]. Design of antiwindup controllers can be carried out using linear design methods which explain its usefulness and popularity among control engineers. The actuator saturation problem is tackled following the “antiwindup paradigm” which employs a two-step design procedure. The main idea here is to design a linear controller ignoring the saturation nonlinearities and then augment this controller with extra dynamics to minimize the adverse effects of saturation on the closed loop performance. Several results as well as design schemes on the antiwindup problem and compensation gain are formulated and the stability conditions have been mentioned for 1D systems [7–10, 14–18]. In the recent years, two-dimensional (2D) discrete systems have found various applications in many areas such as filtering, image processing, seismographic data processing, thermal processes, gas absorption, and water stream heating [19–22]. Mathematically, a 2D discrete system is represented by a set of difference equations with two space coordinates. The stability properties of 2D discrete systems described by

References

[1]  N. Kapoor, A. R. Teel, and P. Daoutidis, “An anti-windup design for linear systems with input saturation,” Automatica, vol. 34, no. 5, pp. 559–574, 1998.
[2]  Y. Y. Cao, Z. Lin, and D. G. Ward, “An antiwindup approach to enlarging domain of attraction for linear systems subject to actuator saturation,” IEEE Transactions on Automatic Control, vol. 47, no. 1, pp. 140–145, 2002.
[3]  G. Grimm, A. R. Teel, and L. Zaccarian, “The l2 anti-windup problem for discrete-time linear systems: definition and solutions,” Systems and Control Letters, vol. 57, no. 4, pp. 356–364, 2008.
[4]  P. C. Chen and J. S. Shamma, “Gain-scheduled ?1-optimal control for boiler-turbine dynamics with actuator saturation,” Journal of Process Control, vol. 14, no. 3, pp. 263–277, 2004.
[5]  M. V. Kothare and M. Morari, “Multiplier theory for stability analysis of anti-windup control systems,” Automatica, vol. 35, no. 5, pp. 917–928, 1999.
[6]  T. Hu, A. R. Teel, and L. Zaccarian, “Stability and performance for saturated systems via quadratic and nonquadratic Lyapunov functions,” IEEE Transactions on Automatic Control, vol. 51, no. 11, pp. 1770–1786, 2006.
[7]  J. M. Gomes Da Silva Jr. and S. Tarbouriech, “Local stabilization of discrete-time linear systems with saturating controls: an LMI-based approach,” IEEE Transactions on Automatic Control, vol. 46, no. 1, pp. 119–125, 2001.
[8]  J. S. Shamma, “Anti-windup via constrained regulation with observers,” in Proceedings of the American Control Conference (ACC '99), pp. 2481–2485, San Diego, Calif, USA, June 1999.
[9]  J. M. Gomes Da Silva Jr. and S. Tarbouriech, “Anti-windup design with guaranteed regions of stability for discrete-time linear systems,” Systems and Control Letters, vol. 55, no. 3, pp. 184–192, 2006.
[10]  J. M. Gomes da Silva Jr. and S. Tarbouriech, “Antiwindup design with guaranteed regions of stability: an LMI-based approach,” IEEE Transactions on Automatic Control, vol. 50, no. 1, pp. 106–111, 2005.
[11]  L. L. Giovanini, “Model predictive control with amplitude and rate actuator saturation,” ISA Transactions, vol. 42, no. 2, pp. 227–240, 2003.
[12]  M. Zhang and C. Jiang, “Problem and its solution for actuator saturation of integrating process with dead time,” ISA Transactions, vol. 47, no. 1, pp. 80–84, 2008.
[13]  C. Roos, J. M. Biannic, S. Tarbouriech, C. Prieur, and M. Jeanneau, “On-ground aircraft control design using a parameter-varying anti-windup approach,” Aerospace Science and Technology, vol. 14, no. 7, pp. 459–471, 2010.
[14]  L. Zaccarian, Y. Li, E. Weyer, M. Cantoni, and A. R. Teel, “Anti-windup for marginally stable plants and its application to open water channel control systems,” Control Engineering Practice, vol. 15, no. 2, pp. 261–272, 2007.
[15]  T. S. Kwon and S. K. Sul, “Novel antiwindup of a current regulator of a surface-mounted permanent-magnet motor for flux-weakening control,” IEEE Transactions on Industry Applications, vol. 42, no. 5, pp. 1293–1300, 2006.
[16]  H. A. Fertik and C. W. Ross, “Direct digital control algorithm with anti-windup feature,” ISA Transactions, vol. 6, pp. 317–328, 1967.
[17]  K. S. Walgama and J. Sternby, “Conditioning technique for multiinput multioutput processes with input saturation,” IEE Proceedings D, vol. 140, no. 4, pp. 231–241, 1993.
[18]  S. Tarbouriech and M. Turner, “Anti-windup design: an overview of some recent advances and open problems,” IET Control Theory and Applications, vol. 3, no. 1, pp. 1–19, 2009.
[19]  E. Fornasini and G. Marchesini, “Doubly-indexed dynamical systems: state-space models and structural properties,” Mathematical Systems Theory, vol. 12, no. 1, pp. 59–72, 1978.
[20]  T. Kaczorek, Two-Dimensional Linear Systems, Springer, Berlin, Germany, 1985.
[21]  R. N. Bracewell, Two-Dimensional Imaging, Prentice-Hall Signal Processing Series, Prentice Hall, Englewood Cliffs, NJ, USA, 1995.
[22]  N. K. Bose, Applied Multidimensional System Theory, Van Nostrand Reinhold, New York, NY, USA, 1982.
[23]  T. Hinamoto, “2-D Lyapunov equation and filter design based on the Fornasini-Marchesini second model,” IEEE Transactions on Circuits and Systems I, vol. 40, no. 2, pp. 102–109, 1993.
[24]  T. Hinamoto, “Stability of 2-D discrete systems described by the fornasini-marchesini second model,” IEEE Transactions on Circuits and Systems I, vol. 44, no. 3, pp. 254–257, 1997.
[25]  W. S. Lu, “On a Lyapunov approach to stability analysis of 2-D digital filters,” IEEE Transactions on Circuits and Systems I, vol. 41, no. 10, pp. 665–669, 1994.
[26]  T. Ooba, “On stability analysis of 2-D systems based on 2-D Lyapunov matrix inequalities,” IEEE Transactions on Circuits and Systems I, vol. 47, no. 8, pp. 1263–1265, 2000.
[27]  D. Liu, “Lyapunov stability of two-dimensional digital filters with overflow nonlinearities,” IEEE Transactions on Circuits and Systems I, vol. 45, no. 5, pp. 574–577, 1998.
[28]  H. Kar and V. Singh, “An improved criterion for the asymptotic stability of 2-D digital filters described by the fornasini-marchesini second model using saturation arithmetic,” IEEE Transactions on Circuits and Systems I, vol. 46, no. 11, pp. 1412–1413, 1999.
[29]  H. Kar and V. Singh, “Stability analysis of 2-D digital filters described by the Fornasini-Marchesini second model using overflow nonlinearities,” IEEE Transactions on Circuits and Systems I, vol. 48, no. 5, pp. 612–617, 2001.
[30]  H. Kar and V. Singh, “Stability analysis of 1-D and 2-D fixed-point state-space digital filters using any combination of overflow and quantization nonlinearities,” IEEE Transactions on Signal Processing, vol. 49, no. 5, pp. 1097–1105, 2001.
[31]  V. Singh, “Stability analysis of 2-D discrete systems described by the Fornasini-Marchesini second model with state saturation,” IEEE Transactions on Circuits and Systems II, vol. 55, no. 8, pp. 793–796, 2008.
[32]  H. Kar and V. Singh, “Robust stability of 2-D discrete systems described by the Fornasini-Marchesini second model employing quantization/overflow nonlinearities,” IEEE Transactions on Circuits and Systems II, vol. 51, no. 11, pp. 598–602, 2004.
[33]  V. Singh, “Robust stability of 2-D digital filters employing saturation,” IEEE Signal Processing Letters, vol. 12, no. 2, pp. 142–145, 2005.
[34]  A. Hmamed, F. Mesquine, F. Tadeo, M. Benhayoun, and A. Benzaouia, “Stabilization of 2D saturated systems by state feedback control,” Multidimensional Systems and Signal Processing, vol. 21, no. 3, pp. 277–292, 2010.
[35]  S. Boyd, L. EI-Ghaousi, E. Feron, and V. Balakrishnan, Linear Matrix Inequalities in Systems and Control Theory, SIAM, Philadelphia, Pa, USA, 1994.
[36]  P. Gahinet, A. Nemirovski, A. J. Laub, and M. Chilali, LMI Control Toolbox-For Use with MATLAB, MathWorks, Inc., Natic, Mass, USA, 1995.
[37]  W. Marszalek, “Two-dimensional state-space discrete models for hyperbolic partial differential equations,” Applied Mathematical Modelling, vol. 8, no. 1, pp. 11–14, 1984.
[38]  C. Du, L. Xie, and C. Zhang, “H∞ control and robust stabilization of two-dimensional systems in Roesser models,” Automatica, vol. 37, no. 2, pp. 205–211, 2001.
[39]  J. S. H. Tsai, J. S. Li, and L. S. Shieh, “Discretized quadratic optimal control for continuous-time two-dimensional systems,” IEEE Transactions on Circuits and Systems I, vol. 49, no. 1, pp. 116–125, 2002.

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