This paper considers a method of designing fractional-order observers for continuous-time linear fractional-order systems with unknown inputs. Conditions for the existence of these observers are given. Sufficient conditions for the asymptotical stability of fractional-order observer errors with the fractional order α satisfying 0 < α < 2 are derived in terms of linear matrix inequalities. Two numerical examples are given to demonstrate the applicability of the proposed approach, where the fractional order α belongs to 1 ≤ α < 2 and 0 < α ≤ 1, respectively. A stability analysis of the fractional-order error system is made and it is shown that the fractional-order observers are as stable as their integer order counterpart and guarantee better convergence of the estimation error.
@article{bwmeta1.element.bwnjournal-article-amcv23z3p491bwm, author = {Ibrahima N'Doye and Mohamed Darouach and Holger Voos and Michel Zasadzinski}, title = {Design of unknown input fractional-order observers for fractional-order systems}, journal = {International Journal of Applied Mathematics and Computer Science}, volume = {23}, year = {2013}, pages = {491-500}, zbl = {1279.93027}, language = {en}, url = {http://dml.mathdoc.fr/item/bwmeta1.element.bwnjournal-article-amcv23z3p491bwm} }
Ibrahima N'Doye; Mohamed Darouach; Holger Voos; Michel Zasadzinski. Design of unknown input fractional-order observers for fractional-order systems. International Journal of Applied Mathematics and Computer Science, Tome 23 (2013) pp. 491-500. http://gdmltest.u-ga.fr/item/bwmeta1.element.bwnjournal-article-amcv23z3p491bwm/
[000] Bagley, R. and Calico, R. (1991). Fractional order state equations for the control of viscoelastically damped structures, Journal of Guidance, Control, and Dynamics 14(2): 304-311.
[001] Ben-Israel, A. and Greville, T.N.E. (1974). Generalized Inverses: Theory and Applications, Wiley, New York, NY. | Zbl 0305.15001
[002] Boroujeni, E.A. and Momeni, H.R. (2012). Non-fragile nonlinear fractional order observer design for a class of nonlinear fractional order systems, Signal Processing 92(10): 2365-2370.
[003] Boutayeb, M., Darouach, M. and Rafaralahy, H. (2002). Generalized state-space observers for chaotic synchronization and secure communication, IEEE Transactions on Circuits and Systems, I: Fundamental Theory and Applications 49(3): 345-349.
[004] Caponetto, R., Dongola, G., Fortuna, L. and Petráš, I. (2010). Fractional Order Systems: Modeling and Control Applications, World Scientific Series on Nonlinear Science, Series A, World Scientific, Singapore.
[005] Chen, Y., Ahn, H. and Podlubny, I. (2006). Robust stability check of fractional order linear time invariant systems with interval uncertainties, Signal Processing 86(10): 2611-2618. | Zbl 1172.94385
[006] Chen, Y., Vinagre, B.M. and Podlubny, I. (2004). Fractional order disturbance observer for robust vibration suppression, Nonlinear Dynamics 38(1): 355-367. | Zbl 1142.74334
[007] Chilali, M., Gahinet, P. and Apkarian, P. (1999). Robust pole placement in LMI regions, IEEE Transactions on Automatic Control 44(12): 2257-2270. | Zbl 1136.93352
[008] Dadras, S. and Momeni, H. (2011a). A new fractional order observer design for fractional order nonlinear systems, ASME 2011 International Design Engineering Technical Conference & Computers and Information in Engineering Conference, Washington, DC, USA, pp. 403-408.
[009] Dadras, S. and Momeni, H.R. (2011b). Fractional sliding mode observer design for a class of uncertain fractional order nonlinear systems, IEEE Conference on Decision & Control, Orlando, FL, USA, pp. 6925-6930.
[010] Darouach, M. (2000). Existence and design of functional observers for linear systems, IEEE Transactions on Automatic Control 45(5): 940-943. | Zbl 0972.93008
[011] Darouach, M., Zasadzinski, M. and Xu, S. (1994). Full-order observers for linear systems with unknown inputs, IEEE Transactions on Automatic Control 39(3): 606-609. | Zbl 0813.93015
[012] Delshad, S.S., Asheghan, M.M. and Beheshti, M.M. (2011). Synchronization of n-coupled incommensurate fractional-order chaotic systems with ring connection, Communications in Nonlinear Science and Numerical Simulation 16(9): 3815-3824. | Zbl 1225.34059
[013] Deng, W. (2007). Short memory principle and a predictor-corrector approach for fractional differential equations, Journal of Computational and Applied Mathematics 206(1): 174-188. | Zbl 1121.65128
[014] Dorckák, L. (1994). Numerical models for simulation the fractional-order control systems, Technical Report UEF04-94, Slovak Academy of Sciences, Kosice.
[015] Engheta, N. (1996). On fractional calculus and fractional multipoles in electromagnetism, IEEE Transactions on Antennas and Propagation 44(4): 554-566. | Zbl 0944.78506
[016] Farges, C., Moze, M. and Sabatier, J. (2010). Pseudo-state feedback stabilization of commensurate fractional order systems, Automatica 46(10): 1730-1734. | Zbl 1204.93094
[017] Heaviside, O. (1971). Electromagnetic Theory, 3rd Edn., Chelsea Publishing Company, New York, NY. | Zbl 30.0801.03
[018] Hilfer, R. (2001). Applications of Fractional Calculus in Physics, World Scientific Publishing, Singapore. | Zbl 0998.26002
[019] Kaczorek, T. (2011a). Selected Problems of Fractional Systems Theory, Lecture Notes in Control and Information Sciences, Vol. 411, Springer-Verlag, Berlin. | Zbl 1221.93002
[020] Kaczorek, T. (2011b). Singular fractional linear systems and electrical circuits, International Journal of Applied Mathematics and Computer Science 21(2): 379-384, DOI: 10.2478/v10006-011-0028-8. | Zbl 1282.93135
[021] Kilbas, A., Srivastava, H. and Trujillo, J. (2006). Theory and Applications of Fractional Differential Equations, North-Holland Mathematics Studies, Vol. 204, Elsevier, Amsterdam. | Zbl 1092.45003
[022] Lancaster, P. and Tismenetsky, M. (1985). The Theory of Matrices, 2nd Edn., Academic Press, Orlando, FL. | Zbl 0558.15001
[023] Lu, J. and Chen, Y. (2010). Robust stability and stabilization of fractional-order interval systems with the fractional-order α: The 0 < α < 1 case, IEEE Transactions on Automatic Control 55(1): 152-158.
[024] Matignon, D. (1996). Stability results for fractional differential equations with applications to control processing, IEEE International Conference on Systems, Man, Cybernetics, Lille, France, pp. 963-968.
[025] Matignon, D. (1998). Generalized fractional differential and difference equations: Stability properties and modelling issues, Mathematical Theory of Networks and Systems Symposium, Padova, Italy, pp. 503-506.
[026] Matignon, D. and Andréa-Novel, B. (1996). Some results on controllability and observability of finite-dimensional fractional differential systems, Mathematical Theory of Networks and Systems Symposium, Lille, France, pp. 952-956.
[027] Matignon, D. and Andréa-Novel, B. (1997). Observer-based for fractional differential systems, IEEE Conference on Decision and Control, San Diego, CA, USA, pp. 4967-4972.
[028] Monje, C.A., Chen, Y.Q., Vinagre, B.M., Xue, D. and Feliu, V. (2010). Fractional-order Systems and Controls: Fundamentals and Applications, Springer, Berlin. | Zbl 1211.93002
[029] Petráš, I. (2010). A note on the fractional-order Volta system, Communications in Nonlinear Science and Numerical Simulation 15(2): 384-393. | Zbl 1221.34017
[030] Petráš, I. (2011). Fractional-Order Nonlinear Systems: Modeling, Analysis and Simulation, Springer, Berlin. | Zbl 1228.34002
[031] Petráš, I., Chen, Y. and Vinagre, B. (2004). Robust stability test for interval fractional-order linear systems, in V. Blondel and A. Megretski (Eds.), Unsolved Problems in the Mathematics of Systems and Control, Vol. 38, Princeton University Press, Princeton, NJ, pp. 208-210.
[032] Podlubny, I. (1999). Fractional Differential Equations, Academic, New York, NY. | Zbl 0924.34008
[033] Podlubny, I. (2002). Geometric and physical interpretation of fractional integration and fractional differentiation, Fractional Calculus & Applied Analysis 5(4): 367-386. | Zbl 1042.26003
[034] Rao, C. and Mitra, S. (1971). Generalized Inverse of Matrices and Its Applications, Wiley, New York, NY. | Zbl 0236.15004
[035] Rossikhin, Y. and Shitikova, M. (1997). Application of fractional derivatives to the analysis of damped vibrations of viscoelastic single mass system, Acta Mechanica 120(109): 109-125. | Zbl 0901.73030
[036] Sabatier, J., Farges, C., Merveillaut, M. and Feneteau, L. (2012). On observability and pseudo state estimation of fractional order systems, European Journal of Control 18(3): 260-271. | Zbl 1264.93030
[037] Sabatier, J., Moze, M. and Farges, C. (2008). On stability of fractional order systems, IFAC Workshop on Fractional Differentiation and Its Application, Ankara, Turkey. | Zbl 1267.93132
[038] Sabatier, J., Moze, M. and Farges, C. (2010). LMI conditions for fractional order systems, Computers & Mathematics with Applications 59(5): 1594-1609. | Zbl 1189.34020
[039] Sun, H., Abdelwahad, A. and Onaral, B. (1984). Linear approximation of transfer function with a pole of fractional order, IEEE Transactions on Automatic Control 29(5): 441-444. | Zbl 0532.93025
[040] Trigeassou, J., Maamri, N., Sabatier, J. and Oustaloup, A. (2011). A Lyapunov approach to the stability of fractional differential equations, Signal Processing 91(3): 437-445. | Zbl 1203.94059
[041] Trinh, H. and Fernando, T. (2012). Functional Observers for Dynamical Systems, Lecture Notes in Control and Information Sciences, Vol. 420, Springer, Berlin. | Zbl 1244.93002
[042] Tsui, C. (1985). A new algorithm for the design of multifunctional observers, IEEE Transactions on Automatic Control 30(1): 89-93. | Zbl 0549.93024
[043] Van Dooren, P. (1984). Reduced-order observers: A new algorithm and proof, Systems & Control Letters 4(5): 243-251. | Zbl 0542.93018
[044] Watson, J. and Grigoriadis, K. (1998). Optimal unbiased filtering via linear matrix inequalities, Systems & Control Letters 35(2): 111-118. | Zbl 0909.93069