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Finite time stability of ρ-Caputo neural network systems ρ$$ rho $$-Caputo 神经网络系统的有限时间稳定性
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-19 DOI: 10.1002/asjc.3447
Mohamed Rhaima, Liping Chen, Lassaad Mchiri, Abdellatif Ben Makhlouf

In this article, we will examine the finite time stability (FTS) of ρ$$ rho $$-Caputo neural network fractional systems (NNFS) with an order of 0<φ<1$$ 0&amp;lt;varphi &amp;lt;1 $$. Utilizing technical inequalities such as Gronwall and Hölder inequalities, we present some FTS results. Two numerical examples are provided to illustrate the theoretical findings.

在本文中,我们将研究阶数为.的-卡普托神经网络分数系统(NNFS)的有限时间稳定性(FTS)。 利用技术不等式(如格伦沃尔不等式和赫尔德不等式),我们提出了一些有限时间稳定性结果。我们提供了两个数值示例来说明理论发现。
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引用次数: 0
Seven-degree-of-freedom-based electric wheel sampled-data active shimmy control method considering unknown sensor measurement error 考虑未知传感器测量误差的基于七自由度电动轮采样数据的主动抖动控制方法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-17 DOI: 10.1002/asjc.3443
Qinghua Meng, Rong Liu, Zong-yao Sun, Haibin He

The active shimmy control methods for electric vehicle driven by in-wheel motors (EV-DIM) have been proposed in the recent years. However, these methods assume that data obtained from sensors are accurate, despite the fact that sensor measurements are prone to error. This unknown measurement error can make shimmy control difficult. Additionally, current shimmy models are low degree-of-freedom, which simplifies control but decreases accuracy. In this paper, we address these issues using a sampled-data output control method based on a higher seven-degree-of-freedom (7DOF) shimmy model which includes the steering system, suspension, and electric wheel. We first construct a 7DOF electric wheel shimmy model and use Lagrange's theorem to derive the electric wheel shimmy dynamic equations. We then obtain system state equations that account for unknown sensor measurement error based on the 7DOF shimmy model. A sampled-data observer and controller are designed to attenuate or eliminate the shimmy phenomenon via a domination gain. Finally, we conduct numerical simulations and experiments to verify the effectiveness of our proposed method.

近年来,人们提出了轮内电机驱动电动汽车(EV-DIM)的主动抖动控制方法。然而,这些方法都假定从传感器获得的数据是准确的,尽管事实上传感器的测量容易产生误差。这种未知的测量误差会给甩尾控制带来困难。此外,目前的晃动模型自由度较低,这虽然简化了控制,但却降低了精度。在本文中,我们使用一种基于较高的七自由度(7DOF)抖动模型(包括转向系统、悬架和电动轮)的采样数据输出控制方法来解决这些问题。我们首先构建了一个 7DOF 电动轮抖动模型,并利用拉格朗日定理推导出电动轮抖动动态方程。然后,我们根据 7DOF shimmy 模型获得系统状态方程,该方程考虑了未知传感器测量误差。我们设计了一个采样数据观测器和控制器,通过支配增益来减弱或消除抖动现象。最后,我们进行了数值模拟和实验,以验证我们所提方法的有效性。
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引用次数: 0
Security control of direct current microgrids under deception attacks—A dynamic event-triggered approach 欺骗攻击下直流微电网的安全控制--一种动态事件触发方法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-17 DOI: 10.1002/asjc.3441
Fuqiang Li, Kang Li, Chen Peng, Lisai Gao

This paper studies the security control of direct current (DC) microgrids under deception attacks, and a dynamic event-triggered mechanism (DETM) is proposed to save constrained network bandwidth. The DETM can reduce the frequency of data communications and exclude Zeno behavior inherently. Then, a time-delay closed-loop system model is built, which integrates parameters of the DC microgrid, the DETM, deception attacks, injection current controller, and network-induced delays in one unified framework. Sufficient conditions are derived for globally exponentially ultimately bounded stability in mean square, which establish the relationship between system performance and the contributing factors such as the DETM, deception attacks, and network delays. Further, a co-design method is presented to derive the parameters of the controller and the DETM in just one step. Simulation results confirm the effectiveness of the proposed method for security control of DC microgrids, achieving 21.5% savings of communication resources while effectively stabilizing the system even 10.7% of the transmitted data that are manipulated by the deception attacks.

本文研究了欺骗攻击下直流(DC)微电网的安全控制,并提出了一种动态事件触发机制(DETM),以节省受限的网络带宽。DETM 可以降低数据通信频率,从本质上排除 Zeno 行为。然后,建立了一个时延闭环系统模型,将直流微电网参数、DETM、欺骗攻击、注入电流控制器和网络引起的时延整合在一个统一的框架中。推导出了均方值全局指数终极约束稳定性的充分条件,建立了系统性能与 DETM、欺骗攻击和网络延迟等促成因素之间的关系。此外,还提出了一种协同设计方法,只需一步即可得出控制器和 DETM 的参数。仿真结果证实了所提方法在直流微电网安全控制方面的有效性,在有效稳定系统的同时节省了 21.5% 的通信资源,即使 10.7% 的传输数据被欺骗攻击所操纵。
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引用次数: 0
Maximum weighted correntropy filters for nonlinear non-Gaussian systems 非线性非高斯系统的最大加权熵滤波器
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-17 DOI: 10.1002/asjc.3445
Jingang Liu, Wenbo Zhang, Shenmin Song

In this paper, we focus on the filtering issue for nonlinear non-Gaussian systems. Considering the limitations of the Gaussian function with a single kernel bandwidth, we design a novel extended version called weighted Gaussian function, which consists of a weighting coefficient and two distinct kernel bandwidths. The additional coefficient can directly balance two kernel bandwidths, which improves the flexibility and performance of the correntropy. We develop a cost function utilizing the suggested weighted Gaussian function and statistical linearization method, followed by deriving a maximum weighted correntropy filter based on the maximum correntropy criterion. The proposed algorithm is demonstrated to converge to a Gaussian filter as the kernel bandwidths approach infinity. In addition, we derive the corresponding information filter, which takes the form of information matrix and information vector. It is computationally efficient and easier to generalize to multisensor systems. The performance of the proposed algorithms is compared with other filters based on the third-order spherical cubature rule and the fixed point iteration technique in a target tracking system. Simulation results confirm the effectiveness of the new approaches.

本文重点讨论非线性非高斯系统的滤波问题。考虑到单核带宽高斯函数的局限性,我们设计了一种新的扩展版本,称为加权高斯函数,它由一个加权系数和两个不同的核带宽组成。附加系数可以直接平衡两个内核带宽,从而提高了熵的灵活性和性能。我们利用建议的加权高斯函数和统计线性化方法开发了一个成本函数,然后根据最大熵准则推导出一个最大加权熵滤波器。实验证明,当核带宽接近无穷大时,所提出的算法会向高斯滤波器收敛。此外,我们还推导出了相应的信息滤波器,其形式为信息矩阵和信息向量。该算法计算效率高,更易于推广到多传感器系统。在目标跟踪系统中,我们将所提算法的性能与其他基于三阶球立方规则和定点迭代技术的滤波器进行了比较。仿真结果证实了新方法的有效性。
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引用次数: 0
Novel Caputo fractional differential approach and hybrid control scheme for finite-time synchronization of nonidentical delayed reaction–diffusion neural networks 用于非同延迟反应扩散神经网络有限时间同步的新型卡普托分数微分法和混合控制方案
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-17 DOI: 10.1002/asjc.3448
Hai Zhang, Chen Wang, Renyu Ye, Jinde Cao

This work focuses on the finite-time synchronization (F-TS) for nonidentical delayed neural networks (DNNs) including Caputo fractional partial differential operator and reaction–diffusion terms. A novel F-TS lemma is proposed by constructing a new Caputo differential inequality. Applying the new lemma and designing two hybrid controllers with time delay and the sign function, the F-TS criteria on the introduced Caputo reaction–diffusion nonidentical DNNs under the Neumann boundary condition are derived by making use of the Filippov differential inclusion, Green's theorem, and fractional Razumikhin theorem. The conditions are expressed through the algebraic inequality which can greatly decrease the computation in checking the F-TS performance. Moreover, the validity and correctness of the F-TS results are illustrated by selecting various orders, spatial positions, and diffusion parameters.

这项研究的重点是包含卡普托分数偏微分算子和反应扩散项的非相同延迟神经网络(DNN)的有限时间同步(F-TS)。通过构建一个新的卡普托微分不等式,提出了一个新的 F-TS 法则。在应用新的两式和设计两个具有时间延迟和符号函数的混合控制器时,利用菲利波夫微分包容、格林定理和分数拉祖米金定理,推导出了新曼边界条件下引入的卡普托反应扩散非相同 DNN 的 F-TS 准则。这些条件通过代数不等式表示,可以大大减少检查 F-TS 性能的计算量。此外,通过选择不同的阶数、空间位置和扩散参数,说明了 F-TS 结果的有效性和正确性。
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引用次数: 0
Adaptive fuzzy tracking control for multiple-input multiple-output nonlinear systems with sensor faults and experiment in the flexible-joint robot 具有传感器故障的多输入多输出非线性系统的自适应模糊跟踪控制及在柔性关节机器人中的实验
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-17 DOI: 10.1002/asjc.3449
Junhao Yuan, Wei Sun

This paper is centered on the adaptive asymptotic tracking control of multi-input multi-output uncertain strict-feedback nonlinear systems in the presence of both multiplicative and additive sensor faults. Through adaptive accommodation techniques, the proposed control scheme can dynamically compensate for sensor faults, thereby ensuring precise and stable control. The control scheme is devised using the backstepping design that incorporates positive integrable time-varying functions, thereby ensuring the boundedness of all signals in the closed-loop system and guaranteeing that the output tracking error asymptotically converges to zero. Additionally, extensive simulations and experimental evaluations conducted on the Quanser platform with 2-link flexible-joint robots demonstrate the efficacy of the proposed control scheme in mitigating the impact of sensor faults and achieving accurate tracking performance.

本文主要研究多输入多输出不确定严格反馈非线性系统在乘法和加法传感器故障情况下的自适应渐近跟踪控制。通过自适应适应技术,所提出的控制方案可以动态补偿传感器故障,从而确保精确稳定的控制。控制方案采用反步进设计,包含正积分时变函数,从而确保闭环系统中所有信号的有界性,并保证输出跟踪误差渐近收敛为零。此外,在带有双链柔性关节机器人的 Quanser 平台上进行的大量模拟和实验评估证明,所提出的控制方案在减轻传感器故障影响和实现精确跟踪性能方面非常有效。
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引用次数: 0
Barrier Lyapunov function-based nonlinear cooperative control approach for dual-quadrotor slung load system 基于屏障 Lyapunov 函数的双四旋翼悬挂式负载系统非线性协同控制方法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-09 DOI: 10.1002/asjc.3438
Yipeng Wei, Zhigang Yu, Xiukun Chen

Due to the limited payload capacity of single-quadrotor unmanned aerial vehicles (UAVs) in cargo transportation, there is a pressing need for the collaborative transportation of heavy goods using multiple quadrotor UAVs. In this context, the dual-quadrotor aerial transportation system stands out for its heightened research significance, driven by its stringent requirements for controller swing reduction performance. In practical transportation scenarios, uncertainties such as disturbances and emergency avoidance constraints elevate the risk associated with excessive variations in the relative distances between quadrotor aircraft during collaborative transportation. Building upon the established nonlinear model by D'Alembert, this paper proposes a nonlinear coordinated control strategy based on the barrier Lyapunov function. The strategy employs an innovative energy storage approach, incorporating cooperative error constraints to effectively restrict relative errors between quadrotor aircraft, thereby mitigating the risk of collisions. Furthermore, this control strategy facilitates rapid convergence of the positions of quadrotor aircraft and the swing angles of suspended loads. Theoretical analyses, grounded in LaSalle's invariance theorem, provide evidence of the stability of the closed-loop system. Finally, comparative assessments conducted using the Matlab/Simulink visualization platform validate the superior control performance of the designed controller in collaborative transportation scenarios.

由于单四旋翼无人机(UAV)在货物运输中的有效载荷能力有限,因此迫切需要使用多四旋翼无人机协同运输重型货物。在此背景下,双四旋翼无人机运输系统因其对降低控制器摆动性能的严格要求而具有突出的研究意义。在实际运输场景中,干扰和紧急避让约束等不确定因素会增加协同运输过程中四旋翼飞行器之间相对距离过度变化所带来的风险。本文以 D'Alembert 建立的非线性模型为基础,提出了一种基于障碍物 Lyapunov 函数的非线性协调控制策略。该策略采用创新的能量存储方法,结合合作误差约束,有效限制了四旋翼飞行器之间的相对误差,从而降低了碰撞风险。此外,该控制策略还有助于快速收敛四旋翼飞行器的位置和悬挂负载的摆动角度。基于拉萨尔不变性定理的理论分析证明了闭环系统的稳定性。最后,使用 Matlab/Simulink 可视化平台进行的比较评估验证了所设计控制器在协作运输场景中的卓越控制性能。
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引用次数: 0
Resilient algorithm for distributed resource allocation under false data injection attacks 虚假数据注入攻击下的分布式资源分配弹性算法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-07 DOI: 10.1002/asjc.3440
Xingzhi Chen, Xin Cai, Bingpeng Gao, Xinyuan Nan

For a first-order nonlinear multi-agent system who is subject to false data injection (FDI) attacks on agents' actuators and sensors, agents execute a distributed resource allocation algorithm according to the compromised control inputs and interactive information such that the multi-agent system is unstable and agents' decisions deviate from the optimal resource allocation. At first, we analyze the robustness of the distributed resource allocation algorithm under the FDI attacks. Then, a resilient distributed algorithm is proposed to solve the distributed resource allocation problem by resisting the adverse effect of the attacks. In detail, the unknown nonlinear term and the false data injected in agents are considered as extended states that can be estimated by extended state observers. The estimation is used in the feedback control to suppress the effect of the FDI attacks. As a result, the designed resilient algorithm ensures that agents' decisions converge to the optimal allocation without requiring any information about the nature of the attacks. An example is given to illustrate the results.

对于一阶非线性多代理系统,当代理的执行器和传感器受到虚假数据注入(FDI)攻击时,代理会根据被攻击的控制输入和交互信息执行分布式资源分配算法,从而导致多代理系统不稳定,代理的决策偏离最优资源分配。首先,我们分析了分布式资源分配算法在 FDI 攻击下的鲁棒性。然后,提出了一种弹性分布式算法,通过抵御攻击的不利影响来解决分布式资源分配问题。具体来说,未知非线性项和注入代理的虚假数据被视为扩展状态,可通过扩展状态观测器进行估计。估计结果用于反馈控制,以抑制 FDI 攻击的影响。因此,所设计的弹性算法能确保代理的决策收敛到最优分配,而不需要任何有关攻击性质的信息。下面举例说明结果。
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引用次数: 0
Adaptive memory event-triggered fault-tolerant dissipative control for networked T-S fuzzy switched systems under denial-of-service attacks 拒绝服务攻击下网络 T-S 模糊交换系统的自适应内存事件触发容错耗散控制
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-06 DOI: 10.1002/asjc.3421
Hui Gao, Yongsheng Ou, Binrui Wang, Kaibo Shi

This paper studied the problem of dissipative control for networked T-S fuzzy switched systems under denial of service (DoS) attacks via a memory-based adaptive event-triggered mechanism. Since the system mode and controller mode do not match exactly, the asynchronous control is designed. The memory-based adaptive event-triggered mechanism can achieve better performance by using the historical data released. Though constructing a controller mode dependent Lyapunov functional, the dissipative performance of the closed-loop system can be guaranteed. Finally, a numerical example is proposed to illustrate the superiority of the approach.

本文通过基于内存的自适应事件触发机制,研究了拒绝服务(DoS)攻击下网络 T-S 模糊交换系统的耗散控制问题。由于系统模式和控制器模式并不完全匹配,因此设计了异步控制。基于内存的自适应事件触发机制可以利用发布的历史数据实现更好的性能。通过构建与控制器模式相关的 Lyapunov 函数,可以保证闭环系统的耗散性能。最后,提出了一个数值示例来说明该方法的优越性。
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引用次数: 0
Distributed optimization algorithm for multi-agent networks with lazy gradient information 具有懒梯度信息的多代理网络分布式优化算法
IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-06-06 DOI: 10.1002/asjc.3422
Lipo Mo, Yang Yang, Xiankai Huang

Based on the so-called lazy gradient information, this note proposes two communication-reduced distributed optimization algorithms over undirected multi-agent networks. The lazy gradients refer to some gradients that do not change much in the past iterations and thus may not be distributed among agents which correspondingly reduces the communication load in the networks. For both the deterministic and the stochastic frameworks, the asymptotic properties of the distributed optimization algorithms are established. Compared with the existing literature using the lazy gradient information, the proposed algorithms in the paper are fully distributed and more suitable for the situation of decentralized multi-agent networks. The effectiveness of the proposed algorithms is also testified through numerical simulations.

基于所谓的 "懒梯度 "信息,本论文提出了两种在无定向多代理网络上减少通信的分布式优化算法。懒梯度指的是一些在过去迭代中变化不大的梯度,因此可以不在代理之间进行分配,这就相应地减少了网络中的通信负荷。对于确定性和随机性框架,分布式优化算法的渐近特性都已建立。与使用懒梯度信息的现有文献相比,本文提出的算法是完全分布式的,更适合分散式多代理网络的情况。本文还通过数值模拟验证了所提算法的有效性。
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引用次数: 0
期刊
Asian Journal of Control
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