An iterative method to design optimal non-fragile $${\varvec{H}}_{\varvec{\infty }}$$H∞ observer for Lipschitz nonlinear fractional-order systems

In this paper, the stability of a nonlinear non-fragile $$H_\infty $$H∞ fractional-order observer, based on the fractional-order Lyapunov theorem, is investigated in detail. It is the first time to derive the optimal gain of desired observer among a solution set that satisfies the nonlinear robust non-fragile fractional-order observer stability conditions systematically using linear matrix inequality approach. An iterative linear matrix inequality algorithm is introduced while a boundary condition is unknown during the design procedure. Finally, a fractional-order financial system is introduced to show the effectiveness of the proposed method. It has been shown that not only the iterative method is successful to find the proper boundary condition, but also the performance of the proposed observer is satisfying both non-fragility and robustness to external disturbances with an acceptable accuracy.

[1]  Sara Dadras,et al.  Control of a fractional-order economical system via sliding mode , 2010 .

[2]  Chung Seop Jeong,et al.  Resilient design of observers with general criteria using LMIs , 2006, 2006 American Control Conference.

[3]  H. Delavari,et al.  Active sliding observer scheme based fractional chaos synchronization , 2012 .

[4]  Igor Podlubny,et al.  Mittag-Leffler stability of fractional order nonlinear dynamic systems , 2009, Autom..

[5]  H. Momeni,et al.  Reduced order linear fractional order observer , 2013, 2013 International Conference on Control Communication and Computing (ICCC).

[6]  P. Butzer,et al.  AN INTRODUCTION TO FRACTIONAL CALCULUS , 2000 .

[7]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[8]  H. Voos,et al.  An unknown input fractional-order observer design for fractional-order glucose-insulin system , 2012, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences.

[9]  Mathieu Moze,et al.  On computation of H∞ norm for commensurate fractional order systems , 2011, IEEE Conference on Decision and Control and European Control Conference.

[10]  Cosku Kasnakoglu,et al.  A fractional adaptation law for sliding mode control , 2008 .

[11]  Wei-Ching Chen,et al.  Nonlinear dynamics and chaos in a fractional-order financial system , 2008 .

[12]  Hamid Reza Momeni,et al.  Fractional sliding mode observer design for a class of uncertain fractional order nonlinear systems , 2011, IEEE Conference on Decision and Control and European Control Conference.

[13]  S. Das,et al.  Functional Fractional Calculus for System Identification and Controls , 2007 .

[14]  Johan Löfberg,et al.  YALMIP : a toolbox for modeling and optimization in MATLAB , 2004 .

[15]  Yan Zhou,et al.  Non-fragile Observer Design for Fractional-order One-sided Lipschitz Nonlinear Systems , 2013, Int. J. Autom. Comput..

[16]  George M. Zaslavsky Hamiltonian Chaos and Fractional Dynamics , 2005 .

[17]  Li Chunlin,et al.  Observer-based robust stabilisation of a class of non-linear fractional-order uncertain systems: an linear matrix inequalitie approach , 2012 .

[18]  W. Zhang,et al.  LMI criteria for robust chaos synchronization of a class of chaotic systems , 2007 .

[19]  YangQuan Chen,et al.  Fractional-order Systems and Controls , 2010 .

[20]  H. Srivastava,et al.  Theory and Applications of Fractional Differential Equations , 2006 .

[21]  Konrad Reif,et al.  Nonlinear state observation using H∞-filtering Riccati design , 1999, IEEE Trans. Autom. Control..

[22]  A. Zemouche,et al.  Nonlinear-Observer-Based ${\cal H}_{\infty}$ Synchronization and Unknown Input Recovery , 2009, IEEE Transactions on Circuits and Systems I: Regular Papers.

[23]  Rafael Martínez-Guerra,et al.  A new observer for nonlinear fractional order systems , 2011, IEEE Conference on Decision and Control and European Control Conference.

[24]  YangQuan Chen,et al.  Fractional-order systems and control : fundamentals and applications , 2010 .

[25]  Mohamed Darouach,et al.  Observers design for singular fractional-order systems , 2011, IEEE Conference on Decision and Control and European Control Conference.

[26]  Mehmet Önder Efe,et al.  Fractional Fuzzy Adaptive Sliding-Mode Control of a 2-DOF Direct-Drive Robot Arm , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[27]  R. Rajamani,et al.  A systematic approach to adaptive observer synthesis for nonlinear systems , 1997, IEEE Trans. Autom. Control..

[28]  Vladimir A. Yakubovich,et al.  Linear Matrix Inequalities in System and Control Theory (S. Boyd, L. E. Ghaoui, E. Feron, and V. Balakrishnan) , 1995, SIAM Rev..

[29]  I. Podlubny Fractional differential equations , 1998 .

[30]  Yangquan Chen,et al.  Computers and Mathematics with Applications Stability of Fractional-order Nonlinear Dynamic Systems: Lyapunov Direct Method and Generalized Mittag–leffler Stability , 2022 .

[31]  Holger Voos,et al.  Observer-Based Approach for Fractional-Order Chaotic Synchronization and Secure Communication , 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[32]  Vahid Johari Majd,et al.  A novel robust proportional-integral (PI) adaptive observer design for chaos synchronization , 2011 .

[33]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[34]  Hamid Reza Momeni,et al.  Non-fragile nonlinear fractional order observer design for a class of nonlinear fractional order systems , 2012, Signal Process..