Robust Optimal H? Control for Uncertain 2-D Discrete Systems described by the General Model via State feedback Controller

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International Journal of P2P Network Trends and Technology (IJPTT)          
 
© 2017 by IJPTT Journal
Volume-7 Issue-5
Year of Publication : 2017
Authors : Arun Kumar Singh

Citation

Arun Kumar Singh "Robust Optimal H? Control for Uncertain 2-D Discrete Systems described by the General Model via State feedback Controller". International Journal of P2P Network Trends and Technology (IJPTT).V7:12-20 September to October 2017. ISSN:2249-2615. www.ijpttjournal.org. Published by Seventh Sense Research Group.

Abstract

This paper is concerned with the problem of H? control for uncertain two-dimensional (2-D) discrete systems described by the General model (GM). The parameter uncertainty is assumed normbounded. A sufficient condition to have an H? noise attenuation for this uncertain 2-D discrete system is given in terms of a certain linear matrix inequality (LMI). A convex optimization problem is proposed to design an optimal H? state feedback controller which ensures stability of the uncertain 2-D discrete system as well as achieving the least value of H noise attenuation level of resulting closed-loop system. Finally, an illustrative example is given to demonstrate the applicability of proposed approach.

References

1. T. Kaczorek, “Two-dimensional Linear Systems, volume 68 of Lecture Notes in Control and Information Sciences,” Springer-Verlag, Berlin, Germany, 1985.
2. Fornasini, G. Marchesini, Doubly indexed dynamical systems: State-space models and structural properties, Math. Syst. Theory 12 (1978) 59-72.
3. Jerzy E. Kurek, “The General State-Space Model for a Two- Dimensional Linear Digital System,” IEEE Transactions on Automatic Control, Vol. AC-30, No. 6, June 1985.
4. R. P. Roesser, A discrete state-space model for linear image processing. IEEE Transaction Automatic Contol 20 (1975) 1-10.
5. T. Bose, D. A. Trautman, Two?s complement quantization in two-dimensional state-space digital Filters. IEEE Transaction Signal Processing 40 (1992) 2589-2592.
6. T. Bose, Stability of 2-D state-space system with overflow and quantization. IEEE Transaction Circuits System II 42 (1995) 432-434.
7. T. Zhou, Stability and stability margin for a two-dimensional system. IEEE Trans. Signal Processing. 54 (2006) 3483- 3488.
8. T. Hinamoto, Stability of 2-D discrete systems described by the Fornasini-Marchesini second model. IEEE Trans. Circuits Syst. I 44 (1997) 254-257.
9. C. Du and L. Xie, Stability analysis and stabilization of uncertain two-dimensional discrete systems: An LMI approach, IEEE Trans. Circuits Syst. I 46 (1999) 1371- 1374.
10. W. Paszke, J. Lam, K. Galkowski, S. Xu, and Z. Lin, Robust stability and stabilization of 2-D discrete state-delayed systems, System Control Letter 51 (2004) 277-291.
11. X. Guan, C. Long, and G. Duan, Robust optimal guaranteed cost control for 2-D discrete systems, Proc. IEE-Control Theory Appl. 148 (2001) 355-361.
12. V. Singh, Stability Analysis of 2-D Discrete Systems Described by the Fornasini–Marchesini Second Model with State Saturation, IEEE Trans. Circuits Sysem. II 55 (2008) 793-796.
13. A. Dhawan and H. Kar, Comment on „Robust optimal guaranteed cost control for 2-D discrete systems?, IET Control Theory Appication 1 (2007b) 1188–1190.
14. A. Dhawan and H. Kar, LMI-based criterion for the robust guaranteed cost control of 2-D systems described by the Fornasini–Marchesini second model, Signal Processing 87 (2007a) 479–488.
15. A. Dhawan and H. Kar, Optimal guaranteed cost control of 2- D discrete uncertain systems: an LMI approach, Signal Processing 87 (2007c) 3075–3085.
16. L. Xie, C. Du, Y. C. Soh and C. Zhang, Robust control of 2- D systems in FM second model, Multidimensional System Signal Processing 13 (2002) 265-287.
17. Xu Jian-Ming and Yu Li, “ H? Control for 2-D Discrete State Delayed Systems in the Second FM Model,?? Acta Automatica Sinica,Vol.34,No.7,July 2008.
18. Jianming Xu and Li Yu, “Delay-dependent H? control for 2-D discrete state delay systems in the second FM model,?? Multidimensional Systems and Signal Processing (2009) 20:333–349,
19. Jianming Xu,Yurong Nan,Guijun Zhang, Linlin Ou, and Hongjie Ni, “Delay-dependent H? Control for Uncertain 2-D Discrete Systems with State Delay in the Roesser Model,?? Circuits System & Signal Process (2013) 32:1097- 1112.
20. Jianming Xu and Li Yu, “ H? Control of 2-D Discrete State Delay System,” International journal of control, Automation, and Systems, vol. 4, no. 4, pp. 516-523, August 2006.
21. X. Guan, C. Long and G. Duan, “Robust optimal guaranteed Cost Control for 2-D Discrete Systems,” IET Control Theory & Applications, Vol. 148, 2001, pp. 355-361.
22. L. Xie and Y. C. Soh, “Guaranteed Cost-Control of Uncertain Discrete-Time Systems,” Control Theory and Advanced Technology, Vol. 10, 1995, pp. 1235-1251.
23. A. Dhawan and H. Kar, “Optimal Guaranteed Cost Control of 2-D Discrete Uncertain Systems: An LMI approach,” signal processing, Vol. 87, No.12, 2007, pp. 3075-3085.
24. Bracewell RN (1995) Two-Dimensional Imaging. Englewood Cliffs, NJ: Prentice-Hall signal Processing Series.
25. Lu W-S and Antoniou A (1992) Two-Dimensional Digital Filters. Electrical Engineering and Electronics, Vol. 80 New York: Marcel Dekker.
26. Du C, Xu L and Zhang C (2002) H? Control and filtering of Two-Dimensional Systems. Berlin: Springer-Verlag. 27. Hinamoto T. (1997), Stability of 2-D discrete systems described by the Fornasini-Marchesini second model. IEEE Transactions on circuits systems I: Fundamental Theory and Applications, 44(3), 254-257.
28. Bisiacco M. (1995) New results in 2-D optimal control theory. Multidimensional systems and signal processing, 6,189-222.
29. Sebek, M. (1993). H? problem of 2-D systems. European control conference’93 (pp. 1476-1479).
30. Du, C., & Xie, L. (2002). H? control and filtering of twodimensional systems, Lecture Notes in control and information sciences (Vol. 278). Berlin: Springer.
31. S. Boyd, L. El Ghaoui, E. Feron and V. Balakrishnan, “Linear Matrix Inequalities in System and Control Theory,” SIAM, Philadelphia, 1994.
32. M. S. Mahmoud, “Robust Control and Filtering for Time- Delay Systems,” Marcel-Dekker, New York, 2000.
33. Manish Tiwari and Amit Dhawan, “A servey on the stability of 2-D discrete systems described by Fornasini-Marchesini Second model” Circuits and Systems, 2012, 3, 17-22.

Keywords
Two-dimensional systems; H? control; linear matrix inequality; state feedback controller; general model.