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Abstract and Applied Analysis
Volume 2013 (2013), Article ID 961870, 12 pages
Stabilization and Controller Design of 2D Discrete Switched Systems with State Delays under Asynchronous Switching
1School of Automation, Nanjing University of Science and Technology, Nanjing 210094, China
2Department of Engineering, Faculty of Engineering and Science, University of Agder, 4898 Grimstad, Norway
Received 22 February 2013; Accepted 14 April 2013
Academic Editor: Jun Hu
Copyright © 2013 Shipei Huang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
This paper is concerned with the problem of robust stabilization for a class of uncertain two-dimensional (2D) discrete switched systems with state delays under asynchronous switching. The asynchronous switching here means that the switching instants of the controller experience delays with respect to those of the system. The parameter uncertainties are assumed to be norm-bounded. A state feedback controller is proposed to guarantee the exponential stability. The dwell time approach is utilized for the stability analysis and controller design. A numerical example is given to illustrate the effectiveness of the proposed method.
Two-dimensional (2D) systems have attracted considerable attention for several decades due to their numerous applications in many areas, such as multidimensional digital filtering, linear image processing, signal processing and process control [1–3]. It is well known that 2D systems can be represented by different models such as Roesser model, Fornasini-Marchesini model, and Attasi model. The issues of stability analysis and control synthesis of these systems have been studied in [4–8]. Considering that time delays frequently occur in practical systems and are often the source of instability, many authors have devoted their energies to studying time-delay systems. Recently, many results on delay systems have been reported in the literature. For example, the delay-fractional approach has been utilized to deal with discrete time-delay systems in [9–11]. The stability of 2D discrete systems with state delays has been investigated in [12–16].
On the other hand, because of their wide applications in many fields, such as mechanical systems, automotive industry, aircraft and air traffic control, and switched power converters, switched systems have also received considerable attention during the past few decades. A switched system is a hybrid system which consists of a finite number of continuous-time or discrete-time subsystems and a switching signal specifying the switch between these subsystems. The stability and stabilization problems have been extensively studied in [17–25].
In many modelling problems of physical processes, a 2D switching representation is needed. One can cite a 2D physically based model for advanced power bipolar devices  and heat flux switching, and modulating in a thermal transistor . This class of systems can correspond to 2D state space or 2D time space switched systems. Recently, there are a few reports on 2D switched systems. Benzaouia et al. firstly studied the stabilization problem of 2D discrete switched systems with arbitrary switching sequences in [28, 29]. By using the common Lyapunov function method and multiple Lyapunov functions method, two different sufficient conditions for the existence of state feedback controllers were proposed. In , the authors first extended the concept of average dwell time to 2D switched systems and designed a switching signal to guarantee the exponential stability of delay-free 2D switched systems. It should be pointed out that a very common assumption in  is that the controllers are switched synchronously with the switching of system modes, which is quite unpractical. As stated in [31, 32], there inevitably exists asynchronous switching in actual operation that is, the switching instants of the controllers exceed or lag behind those of system modes. Thus, it is necessary to consider asynchronous switching for efficient control design. Some results on the control synthesis for switched systems under asynchronous switching have been proposed in [33–36]. However, to the best of our knowledge, the stabilization problem for 2D switched systems under asynchronous switching has not been yet investigated to date, especially for 2D switched systems with state delays, which motivates our present study.
In this paper, we are interested in designing a stabilizing controller for 2D discrete switched delayed systems represented by a model of Roesser type under asynchronous switching such that the corresponding closed-loop systems are exponentially stable. The dwell time approach is utilized for the stability analysis and controller design. The main contributions of this paper can be summarized as follows: (i) the asynchronous stabilization problem is for the first time addressed in the paper; (ii) an exponential stability criterion is established for 2D switched systems with state delays; and (iii) an asynchronous switching controller design scheme is proposed to guarantee the exponential stability of the resulting closed-loop system.
This paper is organized as follows. In Section 2, problem formulation and some necessary lemmas are given. In Section 3, based on the dwell time approach, stability and stabilization for 2D discrete switched systems with state delays are addressed. Then, a sufficient condition for the existence of a stabilizing controller for such 2D discrete switched systems under asynchronous switching is derived in terms of a set of matrix inequalities. A numerical example is provided to illustrate the effectiveness of the proposed approach in Section 4. Concluding remarks are given in Section 5.
Notations. Throughout this paper, the superscript ‘‘’’ denotes the transpose, and the notation means that the matrix is positive semidefinite (positive definite, resp.). denotes the Euclidean norm. represents the identity matrix with an appropriate dimension. is the identity matrix with dimension and is the identity matrix with dimension. denotes the diagonal matrix with the diagonal elements , and . denotes the inverse of . The asterisk in a matrix is used to denote the term that is induced by symmetry. The set of all nonnegative integers is represented by .
2. Problem Formulation and Preliminaries
Consider the following uncertain 2D discrete switched systems with state delays: where and are the horizontal state and the vertical state, respectively, is the whole state in with , and is the control input. and are integers in . is the switching signal. is the number of subsystems, and means that the th subsystem is activated. and are constant delays along horizontal and vertical directions, respectively. and () are uncertain real-valued matrices with appropriate dimensions and are assumed to be of the form with where matrices , , , , , , , , , , , , , , , are constant matrices. () is an unknown matrix representing parameter uncertainty and satisfies The boundary conditions are given by where and are positive integers, and and are given vectors.
In this paper, it is assumed that (1) at each time only one subsystem is active; (2) the switching signal is not known a priori, but its value is available at each sampling period; (3) the switch occurs only at each sampling point of or . The switching sequence can be described as follows: where denotes the th switching instant. It should be noted that the value of only depends on (see [29, 30]).
However, in actual operation, there inevitably exists asynchronous switching between the controller and the system. Without loss of generality, we only consider the case where the switching instants of the controller experience delays with respect to those of the system. Let denote the switching signal of the controller. Denoting , , , then the switching points of the controller can be described as where and represent the delayed period along horizontal and vertical directions, respectively. is said to be the mismatched period.
Remark 1. Similar to the one-dimensional switched system case [33–36], the mismatched period guarantees that there always exists a period in which the controller and the system operate synchronously. This period is said to be the matched period in the later section.
Definition 3. System (1) is said to be exponentially stable under if, for a given , there exist positive constants and , such that holds for all , where
Remark 4. From Definition 3, it is easy to see that when is given, will be bounded and will tend to be zero exponentially as goes to infinity, which implies that tends to be zero.
Definition 5. Let denote the th switching point and denote the th switching point. Denote , , , then is called the dwell time.
Definition 6 (see ). For any , let denote the switching number of on the interval . If holds for given and , then the constant is called the average dwell time and is the chatter bound.
Lemma 7 (see ). For a given matrix , where and are square matrices, the following conditions are equivalent:(i),(ii), ,(iii), .
Lemma 8 (see ). Let , , , and be real matrices of appropriate dimensions with satisfying , then for all , if and only if there exists a scalar such that
3. Main results
3.1. Stability Analysis
In this section, we first focus on the stability analysis for system (8).
Lemma 9. Consider system (8) with the boundary conditions (5), suppose that there exists a function . For a given positive constant , if there exist positive definite symmetric matrices and with appropriate dimensions, such that the following inequality holds: where , then along the trajectory of systems (8), the following inequality holds for any : where and .
Proof. See appendix for the detailed proof, it is omitted here.
Remark 10. Lemma 9 provides a method for the estimation of the function which will be used to design the controller for system (1) under asynchronous switching. It is worth pointing out that when , (15) presents the decay estimation of the function , and when , (15) shows the growth estimation of the function .
Remark 11. It is noted that the block diagonal matrices and are often chosen as the matrices for Lyapunov functional analysis of 2D systems by the Roesser model in the existing literature (see, e.g., [12, 13, 15]). This is because 2D systems in Roesser model may be unstable when the block diagonal matrices are not chosen, which has been shown in the literature [4, 5].
3.2. Controller Design
Consider system (1), under the following asynchronous switching controller: where and , the corresponding closed-loop system is given by
Without loss of generality, we denote and , then due to the existence of asynchronous switching, we can obtain from (7) that
In many actual applications, it is always difficult to verify each asynchronous period in advance, but the maximal asynchronous period can be easily predicted offline. Let denote the maximal asynchronous period, then we can get the following result.
Theorem 12. Consider system (1), for given positive constants and , if there exist positive definite symmetric matrices , , , and with appropriate dimensions, and positive scalars and such that, for , , the following inequalities hold, where , then under the following switching controller: and the following average dwell time scheme: the resulting closed-loop system (17) is exponentially stable, where , , and satisfies
Proof. See the appendix.
Remark 13. In Theorem 12, we propose a sufficient condition for the existence of a state feedback controller such that the resulting closed-loop system (17) is exponentially stable. It is worth noting that this condition is obtained by using the average dwell time approach. Here, plays a key role in controlling the rate of decaying of the system in the matched period, and plays a key role in controlling the rate of increasing of the system in the mismatched period. From (22), we know that the value of is proportional to the value of , which also means that it needs much larger dwell time to guarantee the stability of the considered system when there exists much larger asynchronous period.
Remark 14. It is noticed that (19) and (20) are mutually dependent. Therefore, we can firstly solve (19) to obtain the solution of matrices , , and . Then, (20) can be transformed into the LMI by substituting into it. By adjusting the parameters and , we can find a feasible solution of , , , , and such that (19) and (20) hold.
The procedure of the controller design for system (1) can be given as follows.
Step 3. From (23), we can obtain and satisfying .
Step 4. Taking the value of , we can compute the value of by (22).
Remark 15. From the procedure above, it can be seen that the proposed method is feasible. We can find the desire controller and switching signal according to the procedure. However, we would like to point out that there still exists the conservatism to some extent for this method because (19) and (20) are mutually dependent, which brings about the increase of the complex computation. The result can be improved by adopting the method presented in [31, 32].
When , system (17) degenerates to the following delay-free system: Then, we can get the following result.
Corollary 16. Consider system (1) with , for given positive constants and , if there exist positive definite symmetric matrices and with appropriate dimensions, and positive scalars and such that, for , , the following inequalities hold: then under the following switching controller: and the following average dwell time scheme: the resulting closed-loop system (24) is exponentially stable, where satisfies
Furthermore, it should also be noted that if the criterion in Theorem 12 is satisfied when , which means that the controller and the subsystem are synchronous, in other words, the results presented in Theorem 12 can be reduced to the synchronous case, then we can obtain the following corollary.
Corollary 17. Consider system (1) under synchronous switching, for a given positive scalar , if there exist positive definite symmetric matrices , , and , with appropriate dimensions, and a positive scalar , such that, for , the following inequality holds: then under the following controller: and the following average dwell time scheme: the resulting closed-loop system is exponentially stable, where satisfies
Remark 18. In , by using the average dwell time approach, a criterion of exponential stability for a class of 2D discrete delay-free switched systems is developed. However, the focus of our work is on stability analysis and controller design under asynchronous switching, which is different from , and this is also the major contribution of our work. In fact, if we let and do not consider the uncertainties and state delays, then the closed-loop system (24) is the same as (36) in . In this case, Corollary 17 can be reduced to Theorem 2 in .
4. Numerical Example
In this section, we present an example to illustrate the effectiveness of the proposed approach.
Consider system (1) with the following parameters: The boundary conditions are given as follows: where the state dimensions are and .
Take and , then solving (19) in Theorem 12 gives rise to By (21), and can be obtained as follows: Substituting and into (20), and solving it, we get the following solution: Then, from (23), we can get that and . Taking , it is easy to obtain from (22) that . Choosing , the trajectories of the states and are shown in Figures 1 and 2, respectively. The system switching signal and the controller switching signal are shown in Figure 3. One can see that the states of the closed-loop system converge to zero under the asynchronous switching. This demonstrates the effectiveness of the proposed approach.
This paper has investigated the problem of stabilization for a class of 2D discrete switched systems with constant state delays under asynchronous switching. A state feedback controller is proposed to stabilize such system, and the dwell time approach is utilized for the stability analysis and controller design. A sufficient condition for the existence of such controller is formulated in terms of a set of LMIs. An example is also given to illustrate the applicability of the proposed approach. Our future work will focus on extending the proposed design method to other problems such as robust control for 2D discrete switched systems with time-varying delays and fractional uncertainties under asynchronous switching.
Proof of Lemma 9. Consider the following Lyapunov-Krasovskii functional candidate:
Along the trajectory of system (8), we have
It follows that
Applying Lemma 7, it can be obtained from (14) that
For simplicity, we denote
Thus, it is easy to get that
Notice that for any nonnegative integer , it holds that ; then summing up both sides of (A.9) from to with respect to and to with respect to , for any nonnegative integer , one gets
The proof is completed.
Proof of Theorem 12. When , the closed-loop system (17) can be written as
For the system, we consider the following Lyapunov function candidate:
By Lemma 9, one gets that if there exist positive definite symmetric matrices and with appropriate dimensions, such that
holds, then the following inequality holds for any :
When , the closed-loop system (17) can be written as Consider the following Lyapunov function candidate: where Similarly, by Lemma 9, we get that if there exist positive definite symmetric matrices and with appropriate dimensions, such that holds, then the following inequality holds for any : Consider the following piecewise Lyapunov functional candidate for system (17):
Now, let denote the switch number of on the interval , and let denote the switching points of over the interval ; then, the switching points of can be denoted as follows: Denoting , , then we can get from (23) and (A.21) that where and satisfy the following conditions: where is a sufficient small positive constant.
When , we have, for , When , we can also get that From (A.25) and (A.26), we can obtain According to Definition 6, one has From condition (22), the following inequality can be obtained: Thus, it is easy to get the following inequality: It follows that where Thus, it can be obtained from (22) that the closed-loop system (17) is exponentially stable.
Denote and , then it is easy to get and . Using to pre- and postmultiply the left of (A.14), respectively, and applying Lemma 7, it follows that (A.33) and (A.14) are equivalent: where .
By substituting (2) into (A.33), we can get the following inequality where By Lemma 8, we get Applying Lemma 7 again, we obtain that (A.33) holds if (19) is satisfied.
Similarly, substitute (2) into (A.19) and denote and , then using to pre- and postmultiply the left of (A.19), respectively, and applying Lemmas 7 and 8, it is easy to get that (A.19) holds if (20) is satisfied.
The proof is completed.
This work was supported by the National Natural Science Foundation of China under Grant no. 61273120.
- C. Du and L. Xie, Control and Filtering of Two-Dimensional Systems, vol. 278 of Lecture Notes in Control and Information Sciences, Springer, Berlin, Germany, 2002.
- T. Kaczorek, Two-Dimensional Linear Systems, vol. 68 of Lecture Notes in Control and Information Sciences, Springer, Berlin, Germany, 1985.
- W. S. Lu, Two-Dimensional Digital Filters, Marcel Dekker, New York, NY, USA, 1992.
- H. Mahgoub and R. Carroll, “A Lyapunov function of two-dimensional linear systems,” IEEE Transactions on Automatic Control, vol. 31, no. 2, pp. 170–172, 1986.
- A. A. Kara and Z. Ünver, “Comments on ‘A Lyapunov function of two-dimensional linear systems’,” IEEE Transaction on Automatic Control, vol. 36, no. 1, pp. 125–126, 1991.
- T. Kaczorek, “New stability tests of positive standard and fractional linear systems,” Circuits and Systems, vol. 2, no. 4, pp. 261–268, 2011.
- S. Ye and W. Wang, “Stability analysis and stabilisation for a class of 2-D nonlinear discrete systems,” International Journal of Systems Science, vol. 42, no. 5, pp. 839–851, 2011.
- W. S. Lu and E. B. Lee, “Stability analysis for two-dimensional systems via a Lyapunov approach,” IEEE Transactions on Circuits and Systems, vol. 32, no. 1, pp. 61–68, 1985.
- J. Hu, Z. Wang, H. Gao, and L. K. Stergioulas, “Robust sliding mode control for discrete stochastic systems with mixed time delays, randomly occurring uncertainties, and randomly occurring nonlinearities,” IEEE Transactions on Industrial Electronics, vol. 59, no. 7, pp. 3008–3015, 2012.
- J. Hu, Z. Wang, and H. Gao, “A delay fractioning approach to robust sliding mode control for discrete-time stochastic systems with randomly occurring non-linearities,” IMA Journal of Mathematical Control and Information, vol. 28, no. 3, pp. 345–363, 2011.
- J. Hu, Z. Wang, Y. Niu, and L. K. Stergioulas, “ sliding mode observer design for a class of nonlinear discrete time-delay systems: a delay-fractioning approach,” International Journal of Robust and Nonlinear Control, vol. 22, no. 16, pp. 1806–1826, 2012.
- J. Xu and L. Yu, “ control of 2-D discrete state delay systems,” International Journal of Control, Automation and Systems, vol. 4, no. 4, pp. 516–523, 2006.
- S.-F. Chen, “Delay-dependent stability for 2D systems with time-varying delay subject to state saturation in the Roesser model,” Applied Mathematics and Computation, vol. 216, no. 9, pp. 2613–2622, 2010.
- Z.-Y. Feng, L. Xu, M. Wu, and Y. He, “Delay-dependent robust stability and stabilisation of uncertain two-dimensional discrete systems with time-varying delays,” IET Control Theory & Applications, vol. 4, no. 10, pp. 1959–1971, 2010.
- S. F. Chen, “Stability analysis for 2-D systems with interval time-varying delays and saturation nonlinearities,” Signal Processing, vol. 90, no. 7, pp. 2265–2275, 2010.
- S. Ye, Y. Zou, W. Wang, and J. Yao, “Delay-dependent stability analysis for two- dimensional discrete systems with shift delays by the general models,” in Proceedings of the 10th International Conference on Control, Automation, Robotics and Vision (ICARCV '08), pp. 973–978, December 2008.
- M. S. Branicky, “Multiple Lyapunov functions and other analysis tools for switched and hybrid systems,” IEEE Transactions on Automatic Control, vol. 43, no. 4, pp. 475–482, 1998.
- J. P. Hespanha and A. S. Morse, “Stability of switched systems with average dwell-time,” in Proceedings of the 38th IEEE Conference on Decision and Control (CDC '99), pp. 2655–2660, December 1999.
- G. Xie and L. Wang, “Stabilization of switched linear systems with time-delay in detection of switching signal,” Journal of Mathematical Analysis and Applications, vol. 305, no. 1, pp. 277–290, 2005.
- Y. Wang, Z. Yao, Z. Zuo, and H. Zhao, “Delay-dependent robust control for a class of switched systems with time delay,” in Proceedings of IEEE International Symposium on Intelligent Control (ISIC '08), pp. 882–887, September 2008.
- Y. G. Sun, L. Wang, and G. Xie, “Delay-dependent robust stability and stabilization for discrete-time switched systems with mode-dependent time-varying delays,” Applied Mathematics and Computation, vol. 180, no. 2, pp. 428–435, 2006.
- Y. G. Sun, L. Wang, and G. Xie, “Delay-dependent robust stability and control for uncertain discrete-time switched systems with mode-dependent time delays,” Applied Mathematics and Computation, vol. 187, no. 2, pp. 1228–1237, 2007.
- K. Hu and J. Yuan, “Improved robust filtering for uncertain discrete-time switched systems,” IET Control Theory & Applications, vol. 3, no. 3, pp. 315–324, 2009.
- D.-W. Ding and G.-H. Yang, “ static output feedback control for discrete-time switched linear systems with average dwell time,” IET Control Theory & Applications, vol. 4, no. 3, pp. 381–390, 2010.
- G. Zhai, B. Hu, K. Yasuda, and A. N. Michel, “Stability analysis of switched systems with stable and unstable subsystems: an average dwell time approach,” in Proceedings of American Control Conference, pp. 200–204, June 2000.
- P. M. Igic, M. S. Towers, and P. A. Mawby, “A 2D physically based compact model for advanced power bipolar devices,” Microelectronics Journal, vol. 35, no. 7, pp. 591–594, 2004.
- W. C. Lo, L. Wang, and B. Li, “Thermal transistor: heat flux switching and modulating,” Journal of the Physical Society of Japan, vol. 77, no. 1, pp. 1–4, 2008.
- A. Benzaouia, A. Hmamed, and F. Tadeo, “Stability conditions for discrete 2D switching systems, based on a multiple Lyapunov function,” in Proceedings of European Control Conference, pp. 23–26, 2009.
- A. Benzaouia, A. Hmamed, F. Tadeo, and A. El Hajjaji, “Stabilisation of discrete 2D time switching systems by state feedback control,” International Journal of Systems Science, vol. 42, no. 3, pp. 479–487, 2011.
- Z. Xiang and S. Huang, “Stability analysis and stabilization of discrete-time 2D switched systems,” Circuits, Systems, and Signal Processing, vol. 32, no. 1, pp. 401–414, 2013.
- L. Zhang and H. Gao, “Asynchronously switched control of switched linear systems with average dwell time,” Automatica, vol. 46, no. 5, pp. 953–958, 2010.
- L. Zhang and P. Shi, “Stability, -gain and asynchronous control of discrete-time switched systems with average dwell time,” IEEE Transactions on Automatic Control, vol. 54, no. 9, pp. 2192–2199, 2009.
- Z. Xiang, C. Liang, and Q. Chen, “Robust - filtering for switched systems under asynchronous switching,” Communications in Nonlinear Science and Numerical Simulation, vol. 16, no. 8, pp. 3303–3318, 2011.
- Z. R. Xiang and R. H. Wang, “Robust stabilization of switched non-linear systems with time-varying delays under asynchronous switching,” Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering, vol. 223, no. 8, pp. 1111–1128, 2009.
- Z. R. Xiang and R. H. Wang, “Robust control for uncertain switched non-linear systems with time delay under asynchronous switching,” IET Control Theory & Applications, vol. 3, no. 8, pp. 1041–1050, 2009.
- Z. Xiang, Y.-N. Sun, and Q. Chen, “Robust reliable stabilization of uncertain switched neutral systems with delayed switching,” Applied Mathematics and Computation, vol. 217, no. 23, pp. 9835–9844, 2011.
- S. Boyd, L. El Ghaoui, E. Feron, and V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory, vol. 15 of SIAM Studies in Applied Mathematics, SIAM, Philadelphia, Pa, USA, 1994.
- L. Xie, “Output feedback control of systems with parameter uncertainty,” International Journal of Control, vol. 63, no. 4, pp. 741–750, 1996.