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Practical exponential stability of impulsive stochastic functional differential systems with distributed-delay dependent impulses 具有分布延迟相关脉冲的脉冲随机泛函微分系统的实用指数稳定性
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-19 DOI: 10.1016/j.nahs.2023.101424
Weijun Ma , Bo Yang , Yuanshi Zheng

This paper develops new practical stability criteria for impulsive stochastic functional differential systems with distributed-delay dependent impulses by using the Lyapunov–Razumikhin approach and some inequality techniques. In the given systems, the state variables on the impulses are concerned with a history time period, which is very appropriate for modelling some practical problems. Moreover, different from the existing practical stabilization results for the systems with unstable continuous stochastic dynamics and stabilizing impulsive effects, we take the systems with stable continuous stochastic dynamics and destabilizing impulsive effects into account. It shows that under the impulsive perturbations, the practical exponential stability of the stochastic functional differential systems can remain unchanged when the destabilizing distributed-delay dependent impulses satisfy some conditions on the frequency and amplitude of the impulses. In other words, it reveals that how to control the impulsive perturbations such that the corresponding stochastic functional differential systems still maintain practically exponentially stable. Finally, an example with its numerical simulation is offered to demonstrate the efficiency of the theoretical findings.

本文利用Lyapunov-Razumikhin方法和一些不等式技术,给出了具有分布时滞相关脉冲的脉冲随机泛函微分系统新的实用稳定性判据。在给定的系统中,脉冲上的状态变量与历史时间段有关,这对于一些实际问题的建模是非常合适的。此外,与已有的具有不稳定连续随机动力学和稳定脉冲效应的系统的实际镇定结果不同,我们考虑了具有稳定连续随机动力学和不稳定脉冲效应的系统。结果表明,在脉冲扰动下,当不稳定分布时滞相关脉冲满足一定的频率和幅值条件时,随机泛函微分系统的实际指数稳定性可以保持不变。换句话说,它揭示了如何控制脉冲扰动,使相应的随机泛函微分系统仍然保持实际指数稳定。最后,通过一个算例进行了数值模拟,验证了理论结果的有效性。
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引用次数: 0
Learning stability guarantees for constrained switching linear systems from noisy observations 基于噪声观测的约束切换线性系统的学习稳定性保证
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-18 DOI: 10.1016/j.nahs.2023.101425
Adrien Banse , Zheming Wang , Raphaël M. Jungers

We present a data-driven framework based on Lyapunov theory to provide stability guarantees for a family of hybrid systems. In particular, we are interested in the asymptotic stability of switching linear systems whose switching sequence is constrained by labeled graphs, namely constrained switching linear systems. In order to do so, we provide chance-constrained bounds on stability guarantees, that can be obtained from a finite number of observations with bounded noise. We first present a method providing stability guarantees from sampled trajectories in the hybrid state space of the system. We then study the harder situation where one only observes the continuous part of the hybrid states. We show that in this case, one may still obtain formal chance-constrained stability guarantees. For this latter result we provide a new upper bound of general interest, also for model-based stability analysis.

我们提出了一个基于李雅普诺夫理论的数据驱动框架,为一类混合系统提供稳定性保证。特别地,我们感兴趣的是切换序列由标记图约束的切换线性系统的渐近稳定性,即约束切换线性系统。为了做到这一点,我们提供了稳定性保证的机会约束边界,该边界可以从具有有界噪声的有限数量的观测中获得。我们首先提出了一种从系统的混合状态空间中的采样轨迹提供稳定性保证的方法。然后,我们研究了一种更困难的情况,即只观察混合态的连续部分。我们证明,在这种情况下,仍然可以获得形式的机会约束稳定性保证。对于后一个结果,我们提供了一个新的普遍感兴趣的上界,也用于基于模型的稳定性分析。
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引用次数: 0
Minimum realization for controllability/observability of switched linear systems 切换线性系统可控性/可观察性的最小实现
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-15 DOI: 10.1016/j.nahs.2023.101426
Yan Zhu , Zhendong Sun

In this work, we address the minimum realization problem for controllability of both continuous-time switched linear systems and reversible discrete-time switched linear systems. For both classes of n-dimensional switched linear systems, we show that n(n+1)21 switches are the tight upper bound for controllability switching realization. The minimum realization problem for observability is also addressed by means of the duality principle.

在这项工作中,我们解决了连续时间切换线性系统和可逆离散时间切换线性系统的可控性的最小实现问题。对于这两类n维切换线性系统,我们证明了n(n+1)2−1个开关是实现可控切换的紧上界。利用对偶原理解决了可观测性的最小实现问题。
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引用次数: 0
Lyapunov-based stability of time-triggered impulsive logical dynamic networks 时间触发脉冲逻辑动态网络的lyapunov稳定性
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-15 DOI: 10.1016/j.nahs.2023.101417
Xueying Ding , Jianquan Lu , Xiangyong Chen

In this paper, we consider the stability of impulsive logical dynamic systems (ILDNs) from two aspects: impulsive disturbance and impulsive control. The existing results on the stability of ILDNs only consider the stability of ILDNs under a given impulsive instant sequence (IIS), which has some limitations and motivates us to consider the stability of ILDNs under any IIS. By constructing a merged ILDN, under the assumption that the non-impulsive process and impulsive process are all globally stable, a necessary and sufficient condition on the stability of ILDNs under any IIS is proposed at first. Unfortunately, the obtained result is too restrictive, and in practice, it is not common that a stable LDN is still stable under any IIS. The fact is that for any stable LDN, there exist some IISs such that its stability is destroyed, and these IISs are called impulsive disturbances; for any unstable LDN, there exist some IISs such that the stability can be achieved, and these IISs are called impulsive control. To investigate the stability of ILDNs, the concept of average impulsive interval is first introduced to ILDNs, and several sufficient conditions are proposed to ensure the stability of LDNs under the time-triggered IISs with the property of average impulsive interval. Moreover, the obtained results are applied to the set stability of ILDNs.

本文从脉冲扰动和脉冲控制两个方面研究了脉冲逻辑动态系统的稳定性。现有关于ILDNs稳定性的结果只考虑了给定脉冲瞬时序列(IIS)下ILDNs的稳定性,这有一些局限性,并促使我们考虑ILDNs在任何IIS下的稳定性。通过构造一个合并的ILDN,在非脉冲过程和脉冲过程都是全局稳定的假设下,首先给出了ILDN在任意IIS下稳定的充要条件。不幸的是,所获得的结果限制性太强,并且在实践中,稳定的LDN在任何IIS下仍然稳定的情况并不常见。事实上,对于任何稳定的LDN,都存在一些IIS,使得其稳定性被破坏,这些IIS被称为脉冲扰动;对于任何不稳定的LDN,都存在一些IIS,使得它可以达到稳定,这些IIS被称为脉冲控制。为了研究ILDN的稳定性,首先将平均脉冲间隔的概念引入到ILDN中,并提出了几个充分条件来保证具有平均脉冲间隔性质的时间触发IIS下LDN的稳定性。此外,将所得结果应用于ILDN的集合稳定性。
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引用次数: 0
Global output feedback control for uncertain strict-feedback nonlinear systems: A logic-based switching event-triggered approach 不确定严格反馈非线性系统的全局输出反馈控制:一种基于逻辑的切换事件触发方法
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-06 DOI: 10.1016/j.nahs.2023.101416
Yanan Qi, Xianfu Zhang, Yanjie Chang, Rui Mu

This paper addresses the global output-feedback stabilization for a class of uncertain nonlinear systems via a switching event-triggered approach. Typically, the system growth rates are allowed to be arbitrary unknown non-polynomial functions of system output. Note that such nonlinearities cannot be handled by generalizing the design rationales employed in polynomial rate cases. For this reason, an event-triggered mechanism together with a logic-based switching mechanism is proposed to determine not only when to sample but also when to switch the control parameter. With the help of the switching control parameter, an observer-based control scheme is developed to achieve global output-feedback stabilization. Particularly, the control parameter can be adaptively adjusted to a sufficiently large value, so the proposed control scheme has a stronger capability to deal with large uncertainties, inherent nonlinearities, and sampling errors of the system. For more efficient resource saving, an extended investigation is presented by constructing a dynamic event-triggered scheme. Finally, two simulation examples are given to illustrate the effectiveness of the switching event-triggered schemes.

本文研究了一类不确定非线性系统的全局输出反馈镇定问题。通常,系统增长率被允许是系统输出的任意未知非多项式函数。注意,这种非线性不能通过推广多项式率情况下使用的设计原理来处理。因此,提出了一种事件触发机制和基于逻辑的切换机制,以不仅确定何时采样,还确定何时切换控制参数。在开关控制参数的帮助下,开发了一种基于观测器的控制方案,以实现全局输出反馈稳定。特别地,控制参数可以自适应地调整到足够大的值,因此所提出的控制方案具有更强的能力来处理系统的大不确定性、固有非线性和采样误差。为了更有效地节省资源,通过构建动态事件触发方案,进行了扩展研究。最后,通过两个仿真实例说明了切换事件触发方案的有效性。
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引用次数: 0
Lyapunov conditions for exponential stability of nonlinear delay systems via impulsive control involving stabilizing delays 含稳定时滞的脉冲控制非线性时滞系统指数稳定的Lyapunov条件
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-04 DOI: 10.1016/j.nahs.2023.101411
Weilian Liu , Xinyi He , Xiaodi Li

The problem of global exponential stability (GES) for nonlinear delay impulsive systems is investigated in this paper. By extending the traditional comparison principle, delay effects on continuous and discrete dynamics of the system are estimated, based on which, the internal relationship between delays, parameters of impulsive control, and continuous dynamics of the system is revealed. Then some sufficient criteria are obtained for GES, which quantitatively shows the beneficial influences of delays in impulses on the system performance. Finally, two numerical examples are given to illustrate the effectiveness of the proposed result.

研究了非线性时滞脉冲系统的全局指数稳定性问题。通过扩展传统的比较原理,估计了时滞对系统连续和离散动力学的影响,在此基础上揭示了时滞、脉冲控制参数和系统连续动力学之间的内在关系。然后得到了GES的一些充分准则,定量地表明了脉冲延迟对系统性能的有益影响。最后,通过两个算例说明了所提结果的有效性。
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引用次数: 0
Event-triggered output-based adaptive distributed observer over jointly connected networks and its application 基于事件触发输出的联合网络自适应分布式观测器及其应用
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-09-01 DOI: 10.1016/j.nahs.2023.101415
Rui Zhang, Jie Huang

The adaptive distributed observer for a leader system is a fully distributed dynamic compensator for estimating the state variables and the system matrix of a linear leader system over a communication network. In this paper, we first propose an event-triggered implementation of the output-based adaptive distributed observer for a linear leader system over jointly connected communication networks. Then we show that the proposed triggering mechanism not only retains the exponential convergence property of the analog adaptive distributed observer but also prevents the Zeno phenomenon from happening. Our result includes several existing results as special cases and is applicable when the state of the leader system is unavailable. Finally, we apply the proposed event-triggered output-based adaptive distributed observer to solve the cooperative linear output regulation problem. A numerical example is used to validate our design.

领导者系统的自适应分布式观测器是一种全分布式动态补偿器,用于估计通信网络上线性领导者系统的状态变量和系统矩阵。在本文中,我们首先为联合连接的通信网络上的线性领导者系统提出了一种基于输出的自适应分布式观测器的事件触发实现。然后我们证明了所提出的触发机制不仅保留了模拟自适应分布式观测器的指数收敛特性,而且防止了Zeno现象的发生。我们的结果包括几个作为特殊情况的现有结果,并且在领导者系统的状态不可用时适用。最后,我们应用所提出的基于事件触发输出的自适应分布式观测器来解决协同线性输出调节问题。用一个数值例子验证了我们的设计。
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引用次数: 0
Improved delay-dependent stability of superlinear hybrid stochastic systems with general time-varying delays 具有一般时变时滞的超线性混合随机系统的改进时滞相关稳定性
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-08-22 DOI: 10.1016/j.nahs.2023.101413
Henglei Xu, Xuerong Mao

In the recent paper (Fei et al., 2019), the study of delay-dependent stability of hybrid stochastic differential delay equations (SDDEs) was generalized to superlinear ones (namely, do not satisfy the usual linear growth condition). However, the theory developed there could not be applied to hybrid SDDEs with non-differentiable time delays, or whose drift coefficients miss the key decomposition in (Fei et al., 2019) (see Assumption 1 below). This paper therefore is to deal with these two challenging problems so that the delay-dependent stability criteria derived in (Fei et al., 2019) could be improved. The decomposition scheme is modified in order to include more general hybrid SDDEs. The differentiability assumption on time-varying delays is replaced by a relatively weaker one. Also the Lyapunov functional used in this paper is modulated to adapt to these new changes. Finally, two interesting examples, an application to mosquito model, and design of nonlinear delay feedback control, respectively, are given to demonstrate the effectiveness of our new theory.

在最近的论文(Fei et al.,2019)中,将混合随机微分时滞方程(SDDE)的时滞相关稳定性研究推广到超线性方程(即不满足通常的线性增长条件)。然而,在那里发展的理论不能应用于具有不可微时延的混合SDDE,或者其漂移系数错过了(Fei et al.,2019)中的关键分解(见下文假设1)。因此,本文将处理这两个具有挑战性的问题,以便改进(Fei et al.,2019)中导出的延迟相关稳定性准则。为了包括更通用的混合SDDE,对分解方案进行了修改。时变时滞的可微性假设被一个相对较弱的假设所取代。此外,本文中使用的李雅普诺夫函数也被调制以适应这些新的变化。最后,给出了两个有趣的例子,分别应用于蚊式模型和非线性延迟反馈控制的设计,以证明我们新理论的有效性。
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引用次数: 0
Numerical solutions of stochastic functional differential equations with impulsive perturbations and Markovian switching 具有脉冲扰动和马尔可夫切换的随机泛函微分方程的数值解
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-08-18 DOI: 10.1016/j.nahs.2023.101409
Ky Q. Tran , George Yin

This paper is focused on analysis of Euler–Maruyama-type approximations for stochastic functional differential equations with impulsive perturbations and Markovian switching. The motivation stems from a wide range of applications. The paper establishes mean square convergence of the approximations under a local Lipschitz condition and a linear growth condition. In addition, this work ascertains the rates of convergence of the numerical solutions under the global Lipschitz condition. Finally, the performance of the algorithm is demonstrated through a numerical example.

本文主要分析具有脉冲扰动和马尔可夫切换的随机泛函微分方程的Euler–Maruyama型近似。这种动机源于广泛的应用。本文在局部Lipschitz条件和线性增长条件下建立了近似的均方收敛性。此外,本文还确定了全局Lipschitz条件下数值解的收敛速度。最后,通过算例验证了算法的性能。
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引用次数: 0
Positivity and decentralized L1 control of nonlinear interconnected switched positive systems under MDDT constraint MDDT约束下非线性互联切换正系统的正性和分散L1控制
IF 4.2 2区 计算机科学 Q1 Mathematics Pub Date : 2023-08-17 DOI: 10.1016/j.nahs.2023.101410
Shuo Li , Zilan Chen , Zhengrong Xiang

The article is focused on the problems of positivity and decentralized L1 control for nonlinear interconnected switched positive systems(NISPSs) under mode-dependent dwell time(MDDT) constraint, which includes mode-dependent constant dwell time(MDCDT), mode-dependent minimum dwell time(MDMDT) and mode-dependent ranged dwell time(MDRDT) constraints. Both nonlinear subsystems and nonlinear interconnections are included in the considered NISPSs. First, a sufficient and necessary condition of positivity is presented for NISPSs. Next, by applying a novel discretized linear copositive Lyapunov function method, a sufficient condition of exponential stability with L1-gain performance is provided for NISPSs under MDCDT, MDMDT and MDRDT constraints, respectively. Further, by applying the matrix decomposition technology to the decentralized controller gain matrix, an effective mode-dependent piece-wise design scheme of decentralized L1 controller in the solvable linear programming(LP) form is proposed for NISPSs under MDCDT, MDMDT and MDRDT constraints, respectively. The proposed decentralized L1 controller design scheme for NISPSs under MDDT constraint can be degenerated into the one in mode-independent constraint case accordingly. At last, four examples with comparisons are given to illustrate the importance and effectiveness of the obtained results.

本文研究了非线性互联切换正系统(NISPS)在依赖模式的驻留时间(MDDT)约束下的正性和分散L1控制问题,包括依赖模式的恒定驻留时间(MDCDT)、依赖模式的最小驻留时间(MDMDT)和依赖模式的范围驻留时间(MDRDT)约束。非线性子系统和非线性互连都包含在所考虑的NISP中。首先,给出了NISPs为正的一个充分必要条件。其次,通过应用一种新的离散线性正李雅普诺夫函数方法,分别在MDCDT、MDMDT和MDRDT约束下,为NISPS提供了具有L1增益性能的指数稳定性的充分条件。此外,通过将矩阵分解技术应用于分散控制器增益矩阵,分别针对MDCDT、MDMDT和MDRDT约束下的NISPS,提出了一种可解线性规划形式的分散L1控制器的有效模式相关分段设计方案。所提出的用于MDDT约束下的NISPS的分散L1控制器设计方案可以相应地退化为模式无关约束情况下的方案。最后,通过四个实例的比较,说明了所得结果的重要性和有效性。
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引用次数: 0
期刊
Nonlinear Analysis-Hybrid Systems
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