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Attitude determination for multirotor aerial vehicles using a prescribed‐time super‐twisting algorithm 使用规定时间超扭曲算法确定多旋翼飞行器的姿态
IF 3.9 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-17 DOI: 10.1002/rnc.7635
João Filipe Silva, Davi A. Santos
This paper is concerned with the prescribed‐time robust attitude determination (AD) of multirotor aerial vehicles (MAVs) using vector measurements from the local magnetic field and local gravity. To address this problem, we first introduce a novel modified super‐twisting algorithm endowed with the prescribed‐time convergence property. The state of the proposed algorithm is governed by an unbounded time‐varying gain up to the prescribed settling time (PST) and by a function after that. Therefore, after the PST, the new algorithm coincides with the conventional super‐twisting, thus showing robust stability at the origin. This prescribed‐time super‐twisting algorithm (PTSTA) is then applied to the formulation of a three‐stage gyro‐free attitude determination method for MAVs. In the first stage, the classical QUEST algorithm is used to compute a Wahba‐optimal attitude estimate from the vector measurements. In the second stage, the PTSTA is employed in the formulation of a robust state estimator that provides estimates of the attitude Gibbs vector and its rate. Finally, in the third stage, these state estimates as well as the attitude kinematic equation are immediately used to compute the MAV angular velocity. The proposed robust prescribed‐time gyro‐free AD method is evaluated numerically, showing invariance with respect to disturbance and model uncertainty.
本文关注的是多旋翼飞行器(MAV)利用来自本地磁场和本地重力的矢量测量进行规定时间稳健姿态确定(AD)的问题。为解决这一问题,我们首先介绍了一种具有规定时间收敛特性的新型改良超扭曲算法。所提算法的状态在规定收敛时间(PST)之前受无界时变增益的控制,在规定收敛时间之后受一个函数的控制。因此,在 PST 之后,新算法与传统的超扭曲算法相吻合,从而在原点处表现出稳健的稳定性。随后,这种规定时间超扭曲算法(PTSTA)被应用于制定无人飞行器的三阶段无陀螺姿态确定方法。在第一阶段,采用经典的 QUEST 算法,根据矢量测量值计算 Wahba 最佳姿态估计值。在第二阶段,PTSTA 被用于制定鲁棒状态估计器,以提供姿态吉布斯矢量及其速率的估计值。最后,在第三阶段,这些状态估计值以及姿态运动方程立即用于计算飞行器的角速度。对所提出的鲁棒规定时间无陀螺 AD 方法进行了数值评估,结果表明该方法不受干扰和模型不确定性的影响。
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引用次数: 0
Robust internal model-based control for linear-time-invariant systems 基于模型的线性时变系统鲁棒内部控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-16 DOI: 10.1002/rnc.7643
Atabak Azimi, Stefan Koch, Markus Reichhartinger

This article addresses robust output regulation for systems affected by disturbances generated by an uncertain exosystem as well as matched external disturbances. The robustness of the feedback loop is achieved by combining internal model based control with sliding mode control, resulting in a structurally simple controller. The design of the proposed controller is presented first for the full information problem, that is, the disturbances generated by the exosystem and the state-information is available for the control algorithm. This requirement is relaxed in the second step of the controller design, where the observer-based robust output feedback-loop structure is developed. Results from a comparative simulation study are presented to illustrate the advantages and the effectiveness of the proposed controller concept.

本文论述了受不确定外部系统产生的干扰以及匹配外部干扰影响的系统的稳健输出调节。反馈回路的鲁棒性是通过将基于内部模型的控制与滑模控制相结合来实现的,从而产生了一个结构简单的控制器。提出的控制器设计首先针对的是全信息问题,即外系统产生的干扰和状态信息可供控制算法使用。控制器设计的第二步放宽了这一要求,开发了基于观测器的鲁棒输出反馈回路结构。本文介绍了一项比较模拟研究的结果,以说明所提出的控制器概念的优势和有效性。
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引用次数: 0
Adaptive fast terminal sliding mode control of robotic manipulators based on joint torque estimation and friction compensation 基于关节扭矩估计和摩擦补偿的机器人机械手自适应快速终端滑模控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-13 DOI: 10.1002/rnc.7624
Shunjing Hu, Yi Wan, Xichang Liang

In this work, an adaptive fast terminal sliding mode control (AFSMC) approach based on joint torque estimation and friction compensation is proposed to enhance the trajectory tracking accuracy of robotic manipulators under variable load conditions. The joint torque estimation utilizes an improved harmonic drive compliance model and adaptive low-pass filtering, and friction compensation employs a hybrid model accounting for velocity and load torque effects. These compensations reduce the upper bound of the uncertainty, while AFSMC further reduces dependency on upper uncertainty bounds and minimizes the chattering. The stability analysis using the Lyapunov method confirms the effectiveness of this approach. Experimental results demonstrate that the proposed controller achieves smaller root mean square and maximum error of trajectory tracking, thus significantly improving trajectory tracking accuracy under variable load conditions.

本研究提出了一种基于关节扭矩估计和摩擦补偿的自适应快速终端滑模控制(AFSMC)方法,以提高机器人机械手在可变负载条件下的轨迹跟踪精度。关节扭矩估算采用了改进的谐波驱动顺应性模型和自适应低通滤波,摩擦补偿则采用了考虑速度和负载扭矩效应的混合模型。这些补偿降低了不确定性的上限,而 AFSMC 则进一步降低了对不确定性上限的依赖,并最大限度地减少了颤振。利用 Lyapunov 方法进行的稳定性分析证实了这种方法的有效性。实验结果表明,所提出的控制器实现了更小的均方根误差和最大轨迹跟踪误差,从而显著提高了变负载条件下的轨迹跟踪精度。
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引用次数: 0
Distributed‐filter‐based double event‐triggered formation control for stochastic nonlinear MASs under switching topologies 开关拓扑下随机非线性 MAS 的基于分布式滤波器的双事件触发编队控制
IF 3.9 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-12 DOI: 10.1002/rnc.7631
Yonghua Peng, Guohuai Lin, Hongru Ren, Hongyi Li
This article investigates a formation control method for stochastic nonlinear multi‐agent systems (MASs) under switching topologies. To reduce the communication bandwidth occupancy, two event‐triggered mechanisms of sensor‐to‐controller and controller‐to‐actuator network channels are proposed. Taking advantage of the neural networks approximation capability, a dynamic high‐gain observer is introduced to estimate unmeasured states and tackle the non‐differentiable issue of triggered output signal. Furthermore, it should be noted that a distributed filter is employed to handle the discontinuous local reference signal resulting from switching topologies. By using discontinuous topology information, the distributed filter generates a differentiable signal to design a virtual controller. Concomitantly, a first‐order filter is implemented to avoid the problem of “explosion of complexity.” Through stability analysis, it is proven that the designed formation controller achieves boundedness in probability for all signals in the stochastic nonlinear MASs. Ultimately, a simulation is performed to confirm the viability of the control approach.
本文研究了开关拓扑结构下随机非线性多代理系统(MAS)的编队控制方法。为了减少通信带宽占用,提出了传感器到控制器和控制器到执行器网络通道的两种事件触发机制。利用神经网络的近似能力,引入了动态高增益观测器来估计未测量的状态,并解决了触发输出信号的不可分问题。此外,值得注意的是,还采用了分布式滤波器来处理开关拓扑结构导致的不连续局部参考信号。利用不连续拓扑信息,分布式滤波器生成可微分信号,从而设计出虚拟控制器。同时,为了避免 "复杂性爆炸 "问题,采用了一阶滤波器。通过稳定性分析,证明所设计的编队控制器对随机非线性 MAS 中的所有信号都实现了概率有界。最后,还进行了仿真,以确认控制方法的可行性。
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引用次数: 0
Design and application of finite-time tracking control for autonomous ground vehicle affected by external disturbances 受外部干扰影响的自主地面飞行器有限时间跟踪控制的设计与应用
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-12 DOI: 10.1002/rnc.7623
Zongliang Chen, Shuguo Pan, Xinhua Tang, Xiaolin Meng, Wang Gao, Baoguo Yu

Path tracking plays a critical role in autonomous driving for autonomous ground vehicle (AGV). However, AGV faces challenges in accurate tracking and chatter reduction due to external disturbances, making it difficult to meet the tracking performance requirements. Currently, sliding mode control (SMC) and disturbances observer are primarily employed for disturbance estimation. However, ensuring finite-time robust control remains a significant challenge. To ensure rapid convergence of tracking errors and effective disturbance rejection, this paper proposed a novel non-singular fast terminal sliding mode (NFTSM) control scheme based on finite-time disturbance observation (FDO). First, a novel NFTSM controller based on AGV dynamic model is developed to achieve fast convergence of tracking errors. Then, to mitigate disturbances effects and suppress chatter, an innovative FDO method is employed. Finally, based on FDO, the NFTSM-FDO establishes a control scheme that enhances disturbances suppression and accelerates convergence. The simulation and experimental results demonstrate the innovation of the proposed method. Compared with other SMC methods, the results validate the effectiveness and advantages of the proposed approach, exhibiting fast convergence and superior tracking performance.

路径跟踪在自动地面车辆(AGV)的自动驾驶中起着至关重要的作用。然而,由于外部干扰,AGV 在精确跟踪和减少颤振方面面临挑战,因此很难满足跟踪性能要求。目前,主要采用滑模控制(SMC)和干扰观测器来进行干扰估计。然而,确保有限时间稳健控制仍是一项重大挑战。为了确保跟踪误差的快速收敛和有效的干扰抑制,本文提出了一种基于有限时间干扰观测(FDO)的新型非矢量快速终端滑模(NFTSM)控制方案。首先,基于 AGV 动态模型开发了一种新型 NFTSM 控制器,以实现跟踪误差的快速收敛。然后,为了减轻干扰影响和抑制颤振,采用了一种创新的 FDO 方法。最后,在 FDO 的基础上,NFTSM-FDO 建立了一种控制方案,增强了干扰抑制并加快了收敛速度。仿真和实验结果证明了所提方法的创新性。与其他 SMC 方法相比,结果验证了所提方法的有效性和优势,表现出快速收敛和卓越的跟踪性能。
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引用次数: 0
Online actor‐critic learning control with self‐triggered mechanism for nonlinear regulation problems 针对非线性调节问题的具有自触发机制的在线行为批评学习控制
IF 3.9 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-12 DOI: 10.1002/rnc.7608
Guilong Liu, Yongliang Yang, Qing Li, Hamidreza Modares
In this article, a novel self‐triggered mechanism is developed to reduce the computation burden and communication bandwidth for the optimal regulation problem of nonlinear dynamical systems. Compared with existing results, this article can avoid continuous measurement of online signals while achieving the performance optimization with closed‐loop system stability guarantee. The self‐triggered mechanism is combined with the actor‐critic structure for performance optimization, where the critic is trained to provide a guideline to improve the actor. The actor‐critic learning is implemented as a hybrid system, where the critic weights update as a continuous flow, and the actor weights are adapted intermittently. The simulation study is conducted to verify the effectiveness of the proposed self‐triggered actor‐critic learning.
本文针对非线性动力系统的优化调节问题,开发了一种新型自触发机制,以减少计算负担和通信带宽。与现有成果相比,本文在保证闭环系统稳定性的前提下实现了性能优化,同时避免了对在线信号的连续测量。自触发机制与行为者-批评者结构相结合实现性能优化,其中批评者经过训练,为改进行为者提供指导。演员-批评者学习以混合系统的形式实现,批评者权重以连续流的形式更新,而演员权重则以间歇方式调整。我们进行了仿真研究,以验证所提出的自触发演员批评学习的有效性。
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引用次数: 0
A new insight on the event-triggered state feedback control for Markov jump systems 马尔可夫跃迁系统的事件触发状态反馈控制新见解
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-11 DOI: 10.1002/rnc.7632
Yuanhao Zhao, Nannan Rong, Sanbo Ding, Hongchao Li

The event-triggered control of Markov jump systems has attracted more and more interest in field control. However, the problem of how to design a transition probability-dependent event-triggered mechanism and controller has not been fully considered. This paper investigates the problem of event-triggered control for Lipschitz nonlinear Markov jump systems. Through Taylor series expansion, a linear auxiliary system is constructed to obtain the approximate state, whose system matrices are described by the probability-weighted matrices of nonlinear Markov jump systems. By redefining the measurement error as the difference between the current state and the approximate state, a probability-dependent event-triggered mechanism is designed for Markov jump systems. The effectiveness of the developed approach is illustrated by two comparison examples.

马尔可夫跃迁系统的事件触发控制在现场控制领域引起了越来越多的关注。然而,如何设计与过渡概率相关的事件触发机制和控制器这一问题尚未得到充分考虑。本文研究了 Lipschitz 非线性马尔可夫跳跃系统的事件触发控制问题。通过泰勒级数展开,构建了一个线性辅助系统以获得近似状态,其系统矩阵由非线性马尔可夫跳跃系统的概率加权矩阵描述。通过将测量误差重新定义为当前状态与近似状态之间的差值,设计出了马尔可夫跳跃系统的概率依赖事件触发机制。两个对比实例说明了所开发方法的有效性。
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引用次数: 0
Asynchronous event-triggered control for switched T–S fuzzy systems under dual-channel hybrid cyber attacks 双通道混合网络攻击下开关 T-S 模糊系统的异步事件触发控制
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-10 DOI: 10.1002/rnc.7629
Xiangtong Tan, Xiehuan Li, Guangdeng Zong

This article presents an asynchronous event-triggered scheme for switched Takagi–Sugeno (T–S) fuzzy systems against dual-channel hybrid cyber attacks. Different from existing results, both sensor and controller channels are subjected to aperiodic denial-of-service attacks and random false data injection attacks. To efficiently utilize dual-channel network communication resources while resisting hybrid attacks, two resilient event-triggered mechanisms (ETMs) are constructed. Considering asynchronous ETMs and hybrid cyber attacks, the time-delay switched T–S fuzzy system is derived by utilizing model transformation methods. Thereby, the stability conditions are derived by utilizing multiple Lyapunov functions technique, and slack matrices are introduced to further relax the conditions. Finally, two examples are given to demonstrate the effectiveness of the developed event-based security control strategy.

本文提出了一种针对双通道混合网络攻击的开关式高木-菅野(Takagi-Sugeno,T-S)模糊系统的异步事件触发方案。与现有成果不同的是,传感器和控制器信道都会受到非周期性拒绝服务攻击和随机虚假数据注入攻击。为了在抵御混合攻击的同时有效利用双通道网络通信资源,本文构建了两种弹性事件触发机制(ETM)。考虑到异步 ETM 和混合网络攻击,利用模型转换方法推导出时延切换 T-S 模糊系统。由此,利用多重 Lyapunov 函数技术推导出稳定性条件,并引入松弛矩阵进一步放宽条件。最后,给出了两个实例来证明所开发的基于事件的安全控制策略的有效性。
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引用次数: 0
Towards optimal spatio-temporal decomposition of control-related sum-of-squares programs 实现与控制有关的平方和程序的最佳时空分解
IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-10 DOI: 10.1002/rnc.7596
Vít Cibulka, Milan Korda, Tomáš Haniš

This paper presents a method for calculating the Region of Attraction (ROA) of nonlinear dynamical systems, both with and without control. The ROA is determined by solving a hierarchy of semidefinite programs (SDPs) defined on a splitting of the time and state space. Previous works demonstrated that this splitting could significantly enhance approximation accuracy, although the improvement was highly dependent on the ad-hoc selection of split locations. In this work, we eliminate the need for this ad-hoc selection by introducing an optimization-based method that performs the splits through conic differentiation of the underlying semidefinite programming problem. We provide the differentiability conditions for the split ROA problem, prove the absence of a duality gap, and demonstrate the effectiveness of our method through numerical examples.

本文提出了一种计算有控制和无控制非线性动力系统吸引力区域(ROA)的方法。ROA 是通过求解一个定义在时间和状态空间分割上的半定式程序 (SDP) 层次来确定的。之前的研究表明,这种分割可以显著提高近似精度,不过这种改进在很大程度上取决于分割位置的临时选择。在这项工作中,我们引入了一种基于优化的方法,通过对底层半定式编程问题进行圆锥微分来执行分割,从而消除了这种临时选择的需要。我们提供了拆分 ROA 问题的可微分性条件,证明了不存在对偶性差距,并通过数值示例证明了我们方法的有效性。
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引用次数: 0
A passive convex optimal control algorithm for teleoperating a redundant robotic arm in minimally invasive surgery 微创手术中远程操作冗余机械臂的被动凸优化控制算法
IF 3.9 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Pub Date : 2024-09-10 DOI: 10.1002/rnc.7613
Nicola Piccinelli, Gianluca Colombo‐Taccani, Riccardo Muradore
In recent years, the remote center of motion (RCM) constraint has moved from purely mechanical to software implementation, enabling the use of serial manipulators in robotic‐assisted minimal invasive surgery. However, ensuring safety with software‐based RCM presents challenges. This article addresses this issue by introducing a novel control algorithm for a 7‐DOF redundant robotic arm, taking into account a software RCM while considering system passivity and kinematic constraints. The algorithm is both a control optimizer and a robot kinematics inversion, enabling precise and dexterous control for various surgical tasks and other control applications. By formulating a quadratic optimization problem under linear constraints, the algorithm guarantees the robotic arm's performance, safety, and stability under communication delay. Experimental validation demonstrates the effectiveness and accuracy of the control algorithm in executing a surgical training task (peg‐and‐ring) during bilateral teleoperation. The results highlight the successful implementation of the RCM constraint, ensuring patient safety and optimizing the manipulation capabilities of the robotic arm.
近年来,远程运动中心(RCM)约束已从纯机械转向软件实现,使机器人辅助微创手术中使用串行机械手成为可能。然而,如何确保基于软件的 RCM 的安全性是一个挑战。本文针对这一问题,介绍了一种针对 7-DOF 冗余机械臂的新型控制算法,在考虑系统被动性和运动学约束的同时,还考虑了软件 RCM。该算法既是一种控制优化器,又是一种机器人运动学反转器,可为各种外科手术任务和其他控制应用提供精确灵巧的控制。通过提出线性约束下的二次优化问题,该算法保证了机械臂在通信延迟下的性能、安全性和稳定性。实验验证证明了该控制算法在双边远程操作过程中执行外科训练任务(钉环)时的有效性和准确性。结果凸显了 RCM 约束的成功实施,确保了病人的安全并优化了机械臂的操纵能力。
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引用次数: 0
期刊
International Journal of Robust and Nonlinear Control
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