Abstract
This paper proposes an improved robust H 2 state feedback control synthesis for the Linear Parameter Varying (LPV) systems by attaining the affine quadratic stability. In place of standard H 2 computation in the literature, a new H 2 computation based on extended Linear Matrix Inequality (LMI) is improved by means of the slack variable, where it is obtained by separation Lyapunov matrix from system matrix. State feedback H 2 synthesis is improved for the systems, and is more effective and less conservative than the common ones in the literature. Therefore, the less conservative results are obtained for gain scheduling controller design for LPV systems. The numerical examples are presented to show the superiority of the proposed controller design.
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References
S. P. Boyd, L. El Ghaoui, E. Feron, and V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory, vol. 15. SIAM, 1994.
G. Becker and A. Packard, “Robust performance of linear parametrically varying systems using parametricallydependent linear feedback,” Systems & Control Letters, vol. 23, no. 3, pp. 205–215, 1994. [click]
C.-C. Ku and G.-W. Chen, “Gain-scheduled controller design for discrete-time linear parameter varying systems with multiplicative noises,” International Journal of Control, Automation and Systems, vol. 13, no. 6, pp. 1382–1390, 2015. [click]
D. H. Lee, Y. H. Joo, and S. K. Kim, “FIR-type robust H 2 and H ∞ control of discrete linear time-invariant polytopic systems via memory state-feedback control laws,” International Journal of Control, Automation and Systems, vol. 13, no. 5, pp. 1047–1056, 2015. [click]
E. Feron, P. Apkarian, and P. Gahinet, “S-procedure for the analysis of control systems with parametric uncertainties via parameter-dependent Lyapunov functions,” Proc. of American Control Conference, vol. 1, pp. 968–972, 1995.
Y. Altun and K. Gulez, “Linear parameter varying feedforward control synthesis using parameter-dependent Lyapunov function,” Nonlinear Dynamics, vol. 78, no. 4, pp. 2293–2307, 2014.
P. Gahinet, P. Apkarian, and M. Chilali, “Affine parameterdependent Lyapunov functions and real parametric uncertainty,” IEEE Transactions on Automatic Control, vol. 41, no. 3, pp. 436–442, 1996.
G. Pipeleers, B. Demeulenaere, J. Swevers, and L. Vandenberghe, “Extended LMI characterizations for stability and performance of linear systems,” Systems & Control Letters, vol. 58, no. 7, pp. 510–518, 2009.
E. Feron, P. Apkarian, and P. Gahinet, “Analysis and synthesis of robust control systems via parameter-dependent Lyapunov functions,” IEEE Transactions on Automatic Control, vol. 41, no. 7, pp. 1041–1046, 1996.
G. Becker, A. Packard, D. Philbrick, and G. Balas, “Control of parametrically-dependent linear systems: a single quadratic Lyapunov approach,” Proc. of American Control Conference, pp. 2795–2799, 1993.
Y.-Y. Cao and Z. Lin, “A descriptor system approach to robust stability analysis and controller synthesis,” IEEE Transactions on Automatic Control, vol. 49, no. 11, pp. 2081–2084, 2004.
L. Song and J. Yang, “An improved approach to robust stability analysis and controller synthesis for LPV systems,” International Journal of Robust and Nonlinear Control, vol. 21, no. 13, pp. 1574–1586, 2011.
M. C. De Oliveira, J. C. Geromel, and J. Bernussou, “An LMI optimization approach to multiobjective controller design for discrete-time systems,” 38th IEEE Conference on Decision and Control, vol. 4, pp. 3611–3616, 1999.
U. Shaked, “Improved LMI representations for the analysis and the design of continuous-time systems with polytopic type uncertainty,” Proc. of IEEE Transactions on Automatic Control, vol. 46, no. 4, pp. 652–656, 2001.
W. Xie, “H 2 gain scheduled state feedback for LPV system with new LMI formulation,” IEE Proceedings Control Theory and Applications, vol. 152, no. 6, pp. 693–697, 2005.
M. C. De Oliveira, J. C. Geromel, and J. Bernussou, “Extended H 2 and H norm characterizations and controller parametrizations for discrete-time systems,” International Journal of Control, vol. 75, no. 9, pp. 666–679, 2002.
Y. Ebihara and T. Hagiwara, “New dilated LMI characterizations for continuous-time multiobjective controller synthesis,” Automatica, vol. 40, no. 11, pp. 2003–2009, 2004.
J. De Caigny, J. F. Camino, R. C. L. F. Oliveira, P. L. D. Peres, and J. Swevers, “Gain-scheduled H 2 and H control of discrete-time polytopic time-varying systems,” IET Control Theory & Applications, vol. 4, no. 3, pp. 362–380, 2010.
Z. Duan, J. Zhang, C. Zhang, and E. Mosca, “Robust H 2 and H filtering for uncertain linear systems,” Automatica, vol. 42, no. 11, pp. 1919–1926, 2006.
C. Farges, D. Peaucelle, D. Arzelier, and J. Daafouz, “Robust H 2 performance analysis and synthesis of linear polytopic discrete-time periodic systems via LMIs,” Systems & Control Letters, vol. 56, no. 2, pp. 159–166, 2007.
R. C. L. F. Oliveira, M. C. De Oliveira, and P. L. D. Peres, “LMI relaxations for robust H 2 performance analysis of polytopic linear systems,” Proc. of 45th IEEE Conference on Decision and Control, pp. 2907–2912, 2006.
V. F. Montagner, R. Oliveira, P. L. D. Peres, and P.-A. Bliman, “Linear matrix inequality characterisation for H„ and H 2 guaranteed cost gain-scheduling quadratic stabilisation of linear time-varying polytopic systems,” IET Control Theory & Applications, vol. 1, no. 6, pp. 1726–1735, 2007.
A P. Apkarian, H. D. Tuan, and J. Bernussou, “Continuoustime analysis, eigenstructure assignment, and H 2 synthesis with enhanced linear matrix inequalities (LMI) characterizations,” IEEE Transactions on Automatic Control, vol. 46, no. 12, pp. 1941–1946, 2001.
C. E. de Souza, A. Trofino, and J. de Oliveira, “Parametric Lyapunov function approach to H 2 analysis and control of linear parameter-dependent systems,” IEE Proceedings Control Theory and Applications, vol. 150, no. 5, pp. 501–508, 2003.
A. Bouali, M. Yagoubi, and P. Chevrel, “H 2 gain scheduling control for rational LPV systems using the descriptor framework,” Proc. of IEEE Conference on Decision and Control (CDC), pp. 3878–3883, 2008.
Z. He and W. Xie, “Quadratic H 2 gain performance analysis of LPV systems with realization of parametric transfer function,” Proc. of 33rd Chinese Control Conference (CCC), pp. 1788–1792, 2014.
J. Lofberg, “Automatic robust convex programming,” Optimization Methods and Software, vol. 27, no. 1, pp. 115–129, 2012.
J. F. Sturm, SeDuMi version 1.1R3, 2015. Available at http://sedumi.ie.lehigh.edu.
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Recommended by Associate Editor Jun Yoneyama under the direction of Editor Euntai Kim.
Yusuf Altun received his Ph.D. degree in Electrical Engineering from Yıldız Tech- nical University in 2012. His research in- terests include robust control, electrical ve- hicle control, and humanoid robots.
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Altun, Y. A new extended LMI-based robust gain scheduled state feedback H 2 controller design. Int. J. Control Autom. Syst. 15, 967–975 (2017). https://doi.org/10.1007/s12555-016-0053-3
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DOI: https://doi.org/10.1007/s12555-016-0053-3