Stability analysis of systems with time-varying delay via relaxed integral inequalities
Introduction
Time-varying delays are frequently introduced into control loops during implementing of practical control systems through communication networks [1]. The stability, as the basic requirement of control systems, may be destroyed due to the presence of time delays. Hence, the stability analysis of systems with time-varying delays has been becoming a hot topic in the past few decades [2], [3], [4], [5], [6].
The important objective of stability analysis is to find the maximal admissible delay region such that time-delay system remains stable for the time-varying delay within this region [7]. The determination of such region requires suitable stability criteria. Benefit from the advantages of wide applications and easy extension of Lyapunov–Krasovskii functional (LKF) method and the convenient tractability of the linear matrix inequality (LMI), the delay-dependent stability criterion derived in the framework of the LKF and the LMI is the most effective criterion to provide admissible region of the time-varying delay [8].
In order to obtain delay-dependent criteria via the LKF method, the following double integral term is usually applied in the LKF [9]: where is the Lyapunov matrix to be determined, is upper bound of time-varying delay (Note that this paper discusses the time-varying delay with zero low bound, i.e., ), and is the system state. Then its derivative includes the following single integral terms with time-varying delay information: In order to obtain the LMI-based criterion, a challenging problem is how to find the upper bound of [9].
Before 2004, model transformations, together with Park or Moon inequality [10], were generally applied to handle [11], [12]. The model transformation may result in additional dynamics and the inequality-based cross term bounding leads to conservatism [13]. The free-weighting-matrix (FWM) approach was proposed in 2004 to overcome those drawbacks [14], [15]. However, the second single integral term, , was ignored based on the above methods. Later, the improved FWM approaches [16], [17], [18] without ignoring such term were developed and used to be the most popular method for studying of different time-delay systems [19], [20], [21]. However, the drawback of the FWM-based method is that many slack matrices bring heavy computation complexity, and it is a bit difficult to judge how to introduce slack matrices reasonably [22].
An alternative type of method that estimates using bounding inequalities is applied to avoid introducing too many slack matrices. The estimation of based on this type of method includes two key steps, namely, (1) two integral terms in are estimated respectively via suitable bounding inequalities; and (2) the with the form, and , appearing in the transformed quadratic terms is handled via suitable techniques. For the first step, Jensen inequality [23] is commonly used in the early researches. Later, some tighter inequalities, such as Wirtinger-based inequality [9] and auxiliary function based inequality [24], are developed to improve the results. Recently, Bessel–Legendre inequality, which contains the above ones as spacial cases, further increases the estimation accuracy [25]. For the second step, the simplest treatment is to directly replace with its bounds [26], while the enlargement leads to obvious conservatism. Another way for this task is to use the convex combination method [27] after moving the in the denominator to the numerator of the quadratic terms via some FWM-based inequalities [8], [28], simple enlargement treatment [29], [30], and vector-redefined method [31], but it usually requires the introducing of many slack matrices and/or the enlargement treatment. The reciprocally convex lemma [32] directly handling the in the denominator is the most effective method since it leads to least conservatism while only introduces a few slack matrices.
Due to the characteristic of few slack matrices introducing and small conservatism, the combination of the bounding inequality and the reciprocally convex lemma is becoming the most popular framework for estimating during the investigation of the systems with time-varying delay. To the best knowledge of the authors, most current researches following this framework still focus on the development of new bounding inequalities for the aforementioned first step task [33], [34], [35], [36]. However, there is no reported research that discusses the tighter estimation of considering two steps together. This motivates the present research.
This paper develops two relaxed integral inequalities to estimate by considering two integral terms together, instead of the two-step estimation method applied in the existing work. The first (or second) proposed inequality is tighter than the one, obtained via the combination of the Wirtinger-based inequality (or the auxiliary function based inequality) and the reciprocally convex lemma, without requiring any extra slack matrix. Four stability criteria of a linear system with a time-varying delay are established by applying those inequalities. Finally, three numerical examples are given to illustrate the effective of the proposed inequalities and the corresponding criteria.
The reminder of paper is organized as follows. Section 2 gives problem formulation and preliminaries. In Section 3, two novel inequalities are given and the comparison with the commonly used ones is discussed. Section 4 gives several new stability criteria of a linear system with a time-varying delay. Section 5 illustrates the advantages of the proposed method via numerical examples. Conclusions are given in Section 6.
Notations Throughout this paper, the superscripts and mean the transpose and the inverse of a matrix, respectively; denotes the -dimensional Euclidean space; refers to the Euclidean vector norm; means is a real symmetric and positive-definite (semi-positive-definite) matrix; and 0 stand for the identity matrix and the zero-matrix, respectively; denotes the block-diagonal matrix; and symmetric term in the symmetric matrix is denoted by .
Section snippets
Problem formulation and preliminaries
Consider the following linear system with a time-varying delay: where is the system state, and are the system matrices, the initial condition is a continuously differentiable function, and is the time-varying delay satisfying and where , , and are constant.
This paper aims to derive new delay-dependent stability criteria for analyzing the stability of system (3). In this paper, the key problem to be
New inequalities for estimating
This section discusses the methods of estimating . The commonly used method based on the bounding inequality and the reciprocally convex lemma is reviewed and two inequalities are summarized following the two-step estimation procedure as mentioned in Section 1. Then two relaxed inequalities are developed by directly considering two parts of together and their advantages compared with the existing ones are briefly discussed.
Firstly, by combining the Wirtinger-based inequality (7) and
Application to a linear system with time-varying delay
In this section, the inequalities mentioned in Section 3 are used to derive the stability criteria of system (3). The stability criteria obtained via inequalities (10), (12), together with their comparison, are given at first. Then, the stability criteria obtained via inequalities (28), (34), together with their comparison, are discussed.
The stability criteria obtained via inequalities (10), (12) are summarized as follows. Theorem 1 For given scalars and , system (3) is asymptotically
Examples
Three numerical examples listed in Table 1 are used to verify the advantages of the proposed inequalities and the corresponding stability criteria. The conservatism of the criteria is checked based on the calculated maximal admissible delay upper bounds (MADUPs). Moreover, the index of the number of decision variables (NoV) is applied to show the complexity of criteria.
The MADUPs with respect to various calculated by Theorem 1, Theorem 3, as well the ones reported in some existing literature,
Conclusions
This paper has proposed two novel integral inequalities for the stability analysis of linear systems with a time-varying delay. Compared with two inequalities in literature, obtained by combining the widely used Wirtinger-based inequality (or the recently developed auxiliary function based inequality) and the reciprocally convex lemma, the proposed inequalities reduce the estimation gap arising from the estimation of single integral term with time-varying delay information while does not
Acknowledgments
This work is supported partially by the National Natural Science Foundation of China under Grant Nos. 61503351, 51428702, and 61573325, and the Hubei Provincial Natural Science Foundation of China under Grant 2015CFA010.
References (42)
- et al.
A unique methodology for the stability robustness of multiple time delay systems
Systems Control Lett.
(2006) - et al.
Small-gain stability conditions for linear systems with time-varying delays
Systems Control Lett.
(2015) - et al.
Stability of time-delay systems via Wirtinger-based double integral inequality
Automatica
(2015) - et al.
Estimating stable delay intervals with a discretized Lyapunov–Krasovskii functional formulation
Automatica
(2014) Note on stability of linear systems with time-varying delay
Automatica
(2011)- et al.
Wirtinger-based integral inequality: Application to time-delay systems
Automatica
(2013) New Lyapunov–Krasvoskii functionals for stability of linear retarded and neutral type systems
Systems Control Lett.
(2001)- et al.
Delay-dependent robust stability criteria for uncertain neutral systems with mixed delays
Systems Control Lett.
(2004) - et al.
Delay-dependent criteria for robust stability of time-varying delay systems
Automatica
(2004) - et al.
Delay-range-dependent stability for systems with time-varying delay
Automatica
(2007)
Stability analysis for continuous systems with two additive time-varying delay components
Systems Control Lett.
Passivity-based sliding mode control of uncertain singular time-delay systems
Automatica
Auxiliary function-based integral inequalities for quadratic functions and their applications to time-delay systems
J. Franklin Inst.
Hierarchy of LMI conditions for the stability analysis of time-delay systems
Systems Control Lett.
New stability criteria for linear systems with interval time-varying delay
Automatica
Stability and robust stability for systems with a time-varying delay
Automatica
New delay-dependent stability criteria for systems with interval delay
Automatica
Improved delay-range-dependent stability criteria for linear systems with time-varying delays
Automatica
New conditions for delay-derivative-dependent stability
Automatica
Reciprocally convex approach to stability of systems with time-varying delays
Automatica
New results on stability analysis for systems with discrete distributed delay
Automatica
Cited by (268)
Asynchronous sliding mode control of continuous-time singular markov jump systems with time-varying delay under event-triggered strategy
2023, Applied Mathematics and ComputationObserver-based fuzzy integral sliding mode control for bilateral teleoperation systems with time-varying delays
2023, Mathematics and Computers in SimulationDisturbance rejections of interval type-2 fuzzy systems under event-triggered control scheme
2022, Applied Mathematics and ComputationHybrid-driven-based H<inf>∞</inf> filtering for networked systems under randomly occurring deception attacks
2022, Journal of the Franklin Institute