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Local set stability and target control of probabilistic Boolean networks 概率布尔网络的局部集稳定性和目标控制
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-01 DOI: 10.1016/j.sysconle.2024.105935
Xinrong Yang, Haitao Li
This paper analyzes the local set stability of probabilistic Boolean networks (PBNs), including local finite-time set stability with probability one (FSSPO) and local asymptotic set stability with probability one (ASSPO). Firstly, a necessary and sufficient condition is proposed for the local FSSPO of PBNs. Then, a reachable set with probability one is constructed, based on which, the largest domain of attraction for the local FSSPO of PBNs is determined. Secondly, by constructing two parameterized sets, the transition probability matrix of PBNs is properly partitioned, and the largest domain of attraction for the ASSPO is depicted. Finally, for PBNs which are locally stable, the target control is introduced to achieve the global FSSPO and global ASSPO of PBNs, respectively.
本文分析了概率布尔网络(PBN)的局部集合稳定性,包括概率为一的局部有限时间集合稳定性(FSSPO)和概率为一的局部渐近集合稳定性(ASSPO)。首先,提出了 PBN 局部 FSSPO 的必要条件和充分条件。然后,构建了概率为一的可达集,并在此基础上确定了 PBN 局部 FSSPO 的最大吸引域。其次,通过构建两个参数化集,对 PBN 的过渡概率矩阵进行适当划分,并描绘出 ASSPO 的最大吸引域。最后,针对局部稳定的 PBN,引入目标控制,分别实现 PBN 的全局 FSSPO 和全局 ASSPO。
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引用次数: 0
Secure impulsive synchronization for derivatively coupled networks against DoS attacks: A memory-compensated strategy 针对 DoS 攻击的衍生耦合网络安全脉冲同步:内存补偿策略
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-10-01 DOI: 10.1016/j.sysconle.2024.105939
Dong Ding , Ze Tang , Chuanbo Wen , Zhicheng Ji , Ju H. Park
This work is concerned with the synchronization issue of complex networks suffering from Denial-of-Service (DoS) attacks. The derivative coupling has been proposed to model the nodes which are capable of perceiving state changing. An overarching handling procedure is initially introduced to convert derivatively coupled dynamic networks into a general form. To offset the information missing resulting from DoS attacks, an intricately crafted memory-based self-triggered impulsive controller (MBSTIC) is devised. The introduced scheme involves the meticulous collection of nodes’ historical state information. By jointly considering Lyapunov stability theorem and mathematical deduction approach, sufficient conditions for ensuring synchronous behavior for controlled networks are derived. A numerical example is given to demonstrate that the proposed method exhibits considerable performance when facing DoS attacks.
这项工作关注的是遭受拒绝服务(DoS)攻击的复杂网络的同步问题。我们提出了导数耦合来模拟能够感知状态变化的节点。最初引入了一个总体处理程序,将衍生耦合动态网络转换为一般形式。为了抵消 DoS 攻击造成的信息缺失,设计了一种复杂的基于内存的自触发脉冲控制器(MBSTIC)。引入的方案涉及对节点历史状态信息的细致收集。通过联合考虑 Lyapunov 稳定性定理和数学演绎法,得出了确保受控网络同步行为的充分条件。通过一个数值示例,证明了所提出的方法在面对 DoS 攻击时表现出了相当可观的性能。
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引用次数: 0
Containment control for high-order multi-agent systems with nonconvex control input constraints and non-particle leaders 具有非凸控制输入约束和非粒子领导的高阶多代理系统的遏制控制
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-27 DOI: 10.1016/j.sysconle.2024.105930
Yuanqi Lin , Yixin Ai , Lipo Mo , Peng Lin , Yingmin Jia
This paper is devoted to the nonconvex control input constrained containment control problem for multi-agent systems with non-particle leaders, switching topologies, and communication delays. A decentralized algorithm is adopted for followers with discrete-time high-order dynamics. Through model transformations and by analyzing the convergence of the maximum distance from the followers to the convex hull, it is demonstrated that each follower finally moves into the convex hull created by the leaders, even in the presence of nonconvex input constraints, non-particle leaders, switching topologies, and communication delays. Finally, numerical examples demonstrate the effectiveness of the theoretical conclusions.
本文主要研究具有非粒子领导者、切换拓扑结构和通信延迟的多代理系统的非凸控制输入约束包含控制问题。对于具有离散时间高阶动态的跟随者,采用了分散算法。通过模型转换和分析跟随者到凸壳的最大距离的收敛性,证明了即使存在非凸输入约束、非粒子领导者、切换拓扑和通信延迟,每个跟随者最终都会移动到领导者创建的凸壳中。最后,数值示例证明了理论结论的有效性。
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引用次数: 0
On IMU preintegration: A nonlinear observer viewpoint and its applications 关于 IMU 预积分:非线性观测器观点及其应用
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-27 DOI: 10.1016/j.sysconle.2024.105933
Bowen Yi , Ian R. Manchester
The inertial measurement unit (IMU) preintegration approach nowadays is widely used in various robotic applications. In this article, we revisit the preintegration theory and propose a novel interpretation to understand it from a nonlinear observer perspective, specifically the parameter estimation-based observer (PEBO). We demonstrate that the preintegration approach can be viewed as a recursive implementation of PEBO in moving horizons, and that the two approaches are equivalent with perfect measurements. We then discuss how these findings can be used to tackle practical challenges in estimation problems. As byproducts, our results lead to a novel hybrid sampled-data observer design and an approach to address statistical optimality for PEBO in the presence of noise.
如今,惯性测量单元(IMU)预积分方法被广泛应用于各种机器人应用中。在本文中,我们重温了预积分理论,并提出了一种新的解释,从非线性观测器的角度来理解预积分,特别是基于参数估计的观测器(PEBO)。我们证明,预积分方法可视为 PEBO 在移动视界中的递归实现,而且这两种方法在完美测量的情况下是等价的。然后,我们将讨论如何利用这些发现来应对估计问题中的实际挑战。作为副产品,我们的研究结果带来了一种新颖的混合采样数据观测器设计,以及一种解决存在噪声时 PEBO 统计最优性的方法。
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引用次数: 0
Decentralized concurrent learning with coordinated momentum and restart 具有协调动力和重启功能的分散式并发学习
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-21 DOI: 10.1016/j.sysconle.2024.105931
Daniel E. Ochoa , Muhammad U. Javed , Xudong Chen , Jorge I. Poveda
This paper studies the stability and convergence properties of a class of multi-agent concurrent learning (CL) algorithms with momentum and restart. Such algorithms can be integrated as part of the estimation pipelines of data-enabled multi-agent control systems to enhance transient performance while maintaining stability guarantees. However, characterizing restarting policies that yield stable behaviors in decentralized CL systems, especially when the network topology of the communication graph is directed, has remained an open problem. In this paper, we provide an answer to this problem by synergistically leveraging tools from graph theory and hybrid dynamical systems theory. Specifically, we show that under a cooperative richness condition on the overall multi-agent system’s data, and by employing coordinated periodic restart with a frequency that is tempered by the level of asymmetry of the communication graph, the resulting decentralized dynamics exhibit robust asymptotic stability properties, characterized in terms of input-to-state stability bounds, and also achieve a desirable transient performance. To demonstrate the practical implications of the theoretical findings, three applications are also presented: cooperative parameter estimation over networks with private data sets, cooperative model-reference adaptive control, and cooperative data-enabled feedback optimization of nonlinear plants.
本文研究了一类具有动量和重启功能的多代理并发学习(CL)算法的稳定性和收敛性。这类算法可以集成到数据化多代理控制系统的估算管道中,以提高瞬态性能,同时保证稳定性。然而,在分散式学习系统中,尤其是当通信图的网络拓扑结构是有向的时候,如何描述能产生稳定行为的重启策略,仍然是一个未决问题。在本文中,我们通过协同利用图论和混合动力系统理论的工具,为这一问题提供了答案。具体来说,我们证明了在整个多代理系统数据的合作丰富性条件下,通过采用协调的周期性重启,并根据通信图的不对称程度调节重启的频率,所产生的分散动力学表现出稳健的渐进稳定性(以输入到状态的稳定性边界为特征),同时还实现了理想的瞬态性能。为了证明理论发现的实际意义,本文还介绍了三个应用:具有私有数据集的网络合作参数估计、合作模型参考自适应控制以及非线性植物的合作数据反馈优化。
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引用次数: 0
MPC without terminal ingredients tailored to the SEIR compartmental epidemic model 根据 SEIR 分区流行病模型定制的不含终端成分的 MPC
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-20 DOI: 10.1016/j.sysconle.2024.105908
Willem Esterhuizen , Philipp Sauerteig , Stefan Streif , Karl Worthmann
We consider the SEIR compartmental epidemic model subject to state and input constraints (a cap on the proportion of infectious individuals and limits on the allowed social distancing and quarantining measures, respectively). We present a tailored model predictive control (MPC) scheme without terminal conditions. We rigorously show recursive feasibility and asymptotic convergence of the MPC closed loop to the continuum of disease-free equilibrium points for suitably designed quadratic running cost and a sufficiently long prediction horizon (forecast window). Moreover, we establish the viability kernel (a.k.a. the admissible set) as a domain of attraction of the continuum of equilibria.
我们考虑了 SEIR 分室流行病模型,该模型受到状态和输入约束(分别为感染个体比例上限以及允许的社会距离和检疫措施限制)。我们提出了一种无终点条件的定制模型预测控制(MPC)方案。我们严格证明了 MPC 闭环的递归可行性和渐进收敛性,即在适当设计的二次运行成本和足够长的预测期限(预测窗口)条件下,MPC 闭环可以收敛到连续的无疾病平衡点。此外,我们还建立了作为连续均衡点吸引域的可行性内核(又称可接受集)。
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引用次数: 0
Stability radius and dichotomy radius of infinite-dimensional linear systems under unbounded perturbations via Yosida distance 通过约西达距离计算无界扰动下无穷维线性系统的稳定半径和二分半径
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-14 DOI: 10.1016/j.sysconle.2024.105929
Xuan-Quang Bui , Nguyen Van Minh , Do Duc Thuan

In this paper, by using the concept of Yosida distance between two closed linear operators, we study the stability radius r(A) of linear systems u(t)=Au(t), where A is the generator of an analytic semigroup, under unbounded perturbations in this class of generators. We show that r(A)=1/supsRR(is,A)L(X), so extending a classic result by Henrichsen and Pritchard to the infinite-dimensional case. A formula of the dichotomy radius is also established. Finally we give an estimate of the stability radius of general C0-semigroups. Two examples from a parabolic equation are given.

本文利用两个封闭线性算子之间的约西达距离概念,研究线性系统 u′(t)=Au(t)(其中 A 是解析半群的生成器)在该类生成器的无约束扰动下的稳定性半径 r(A)。我们证明了 r(A)=1/sups∈R‖R(is,A)‖L(X),从而将 Henrichsen 和 Pritchard 的经典结果推广到了无穷维情况。我们还建立了二分法半径公式。最后,我们给出了一般 C0 半群稳定性半径的估计值。我们还给出了两个抛物线方程的例子。
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引用次数: 0
Sampled-data finite-dimensional observer-based control of 1-D Burgers’ equation 基于采样数据的有限维观测器控制一维布尔格斯方程
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-13 DOI: 10.1016/j.sysconle.2024.105919
Lina Pan , Pengfei Wang , Emilia Fridman

In this paper, we are concerned with the regional exponential stabilization of a 1-D Burgers’ equation under non-local/Neumann actuation and boundary measurement via a modal decomposition method. For non-local actuation, we suggest two control strategies: continuous-time control, and delayed sampled-data control implemented by zero-order hold (ZOH) device, both relying on finite-dimensional observer. For boundary actuation, we employ dynamic extension and consider an observer-based delayed sampled-data controller implemented by generalized hold device. For both cases, we suggest a direct Lyapunov method for the H1-stability of the full-order closed-loop system. We provide efficient linear matrix inequality (LMI) conditions for finding the observer dimension, as well as upper bounds on the domain of attraction, sampling intervals and delays, that preserve the exponential stability. We prove that for some fixed upper bounds on the initial values and sampling intervals, the feasibility of LMIs for some N (dimension of the observer) implies their feasibility for N+1. Numerical examples illustrate the efficiency of the proposed method.

在本文中,我们通过模态分解方法研究了一维布尔格斯方程在非局部/诺伊曼激励和边界测量条件下的区域指数稳定问题。对于非局部致动,我们提出了两种控制策略:连续时间控制和通过零阶保持(ZOH)装置实现的延迟采样数据控制,这两种策略都依赖于有限维观测器。对于边界驱动,我们采用动态扩展,并考虑通过广义保持设备实现基于观测器的延迟采样数据控制器。对于这两种情况,我们都提出了一种直接的 Lyapunov 方法,用于计算全阶闭环系统的 H1 稳定性。我们提供了高效的线性矩阵不等式(LMI)条件,用于找到观测器维度,以及保持指数稳定性的吸引域、采样间隔和延迟的上界。我们证明,对于初始值和采样间隔的某些固定上界,LMI 对于某些 N(观测器维度)的可行性意味着它们对于 N+1 的可行性。数值示例说明了所提方法的效率。
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引用次数: 0
Simultaneous state and fault estimation for a class of nonlinear Markov jump systems by distributed fault-tolerant observers 分布式容错观测器对一类非线性马尔可夫跃迁系统进行同步状态和故障估计
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-12 DOI: 10.1016/j.sysconle.2024.105928
Chuan Yu , Qingyu Su , Qian-Cheng Xiao , Yue Long , Jian-Ning Li , Guang-Xin Zhong

This paper investigates the estimation problem of a class of nonlinear Markov jump systems with actuator and sensor faults. The main goal is to design a distributed fault-tolerant observer to estimate system states and actuator faults simultaneously. Firstly, a novel distributed observer network is constructed to compensate the missing information of unobservable nodes of the system. Next, a class of new redundant sensors are set up on each distributed observer node to obtain more output measurement samples. More importantly, when some of the mentioned sensors occur faults, an index of sensor heath level is constructed to characterize the quality of the faulty sensor information. Further, a novel algorithm is designed to mask low quality output information and filter out relatively healthy one automatically. Based on the selected healthy output information, the system state and actuator fault are estimated in the case of sensor failure. Finally, an example is provided to demonstrate the effectiveness of the proposed method.

本文研究了一类具有致动器和传感器故障的非线性马尔可夫跃迁系统的估计问题。主要目标是设计一种分布式容错观测器,以同时估计系统状态和执行器故障。首先,构建一个新型分布式观测器网络,以补偿系统中不可观测节点的缺失信息。其次,在每个分布式观测器节点上设置一类新的冗余传感器,以获得更多的输出测量样本。更重要的是,当上述传感器中的某些传感器出现故障时,会构建一个传感器健康水平指数来表征故障传感器信息的质量。此外,还设计了一种新颖的算法来掩盖低质量的输出信息,并自动筛选出相对健康的信息。根据所选的健康输出信息,在传感器发生故障时可估算出系统状态和执行器故障。最后,我们提供了一个示例来证明所提方法的有效性。
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引用次数: 0
Including stochastics in Prediction-Based Control of difference systems: Stabilizing and destabilizing by noise 在基于预测的差分系统控制中加入随机因素:通过噪声实现稳定和失稳
IF 2.1 3区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-11 DOI: 10.1016/j.sysconle.2024.105918
Elena Braverman , Alexandra Rodkina

A chaotic system Xn+1=F(Xn) in certain cases can be stabilized with taking a weighted average of the state variable and the next-stage position Xn+1=UXn+(IU)F(Xn) corresponding to a modified Prediction-Based Control with a diagonal non-scalar matrix U ensuring stability of the controlled system. Sharp constants are determined for the values on the diagonal providing local stabilization. Introducing small additive noise in the control parameters keeps convergence of all solutions to the equilibrium. As noise increases, we distinguish between the cases when noise can stabilize the system while control with mean parameters does not, and those when noise destabilizes. Noise bounds allowing to lower average control intensity are determined. In the case of real eigenvalues of the Jacobian matrix being less than −1, these conditions are universal, while for complex eigenvalues, they are sharp.

在某些情况下,混沌系统 Xn+1=F(Xn) 可以通过对状态变量和下一阶段位置 Xn+1=UXn+(I-U)F(Xn) 取加权平均值来稳定,这相当于改进的基于预测的控制(Prediction-Based Control),其对角线非标量矩阵 U 可确保受控系统的稳定性。为对角线上的值确定锐常数,以提供局部稳定。在控制参数中引入小的加性噪声,可使所有解都趋于平衡。随着噪声的增大,我们区分了两种情况:一种情况是噪声能稳定系统,而用平均参数控制则不能;另一种情况是噪声会破坏稳定。我们确定了允许降低平均控制强度的噪声边界。在雅各布矩阵的实特征值小于-1的情况下,这些条件是通用的,而对于复特征值,这些条件是尖锐的。
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引用次数: 0
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Systems & Control Letters
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