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Integrated fire/flight control of armed helicopters based on C-BFGS and distributionally robust optimization
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作者 ZHOU Zeyu WANG Yuhui WU Qingxian 《Journal of Systems Engineering and Electronics》 CSCD 2024年第6期1604-1620,共17页
To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target ... To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target burden.Considering the complex dynamic characteristics and the couplings of armed helicopters,an improved automatic attack system is con-structed to integrate the fire control system with the flight con-trol system into a unit.To obtain the optimal command signals,the algorithm is investigated to solve nonconvex optimization problems by the contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm combined with the trust region method.To address the uncertainties in the automatic attack system,the memory nominal distribution and Wasserstein distance are introduced to accurately characterize the uncertainties,and the dual solvable problem is analyzed by using the duality the-ory,conjugate function,and dual norm.Simulation results verify the practicality and validity of the proposed method in solving the IFFC problem on the premise of satisfactory aiming accu-racy. 展开更多
关键词 integrated fire/flight control(IFFC) armed helicopter improved contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm memory nominal distribution Wasserstein dis-tance distributionally robust optimization
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ROBUSTNESS OF OPTIMALLY ROBUST CONTROLLERS——Dedicated to the Sixtieth Birthday of Prof. You Zhao-yong
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作者 S.Q.Zhu 《工程数学学报》 CSCD 1991年第2期81-90,共10页
The largest robust stability radius r(P0) of a system P0 is defined as the radius of the largest ball Bmax in the gap metric centered at P0 which can be stabilized by one single controller. Any controller which stabil... The largest robust stability radius r(P0) of a system P0 is defined as the radius of the largest ball Bmax in the gap metric centered at P0 which can be stabilized by one single controller. Any controller which stabilizes Bmax is called an optimally robust controller of P0. Any controller, regarded as a system, should have its own largest robust stability radius also. In this paper it is shown that the largest robust stability radius of any optimally robust controller of P0 is larger than or equal to r(Po). Moreover, the variation of the closed-loop transfer matrix caused by the perturbation of the system is estimated. 展开更多
关键词 LARGEST robust stability radius optimally robust controller Gap metric Distributed parameter system.
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Global robust optimal sliding mode control for uncertain affine nonlinear systems 被引量:5
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作者 Pang Haiping Chen Xia 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第4期838-843,共6页
The problem of robustifying linear quadratic regulators (LQRs) for a class of uncertain affine nonlinear systems is considered. First, the exact linearization technique is used to transform an uncertain nonlinear sy... The problem of robustifying linear quadratic regulators (LQRs) for a class of uncertain affine nonlinear systems is considered. First, the exact linearization technique is used to transform an uncertain nonlinear system into a linear one and an optimal LQR is designed for the corresponding nominal system. Then, based on the integral sliding mode, a design approach to robustifying the optimal regulator is studied. As a result, the system exhibits global robustness to uncertainties and the ideal sliding mode dynamics is the same as that of the optimal LQR for the nominal system. A global robust optimal sliding mode control (GROSMC) is realized. Finally, a numerical simulation is demonstrated to show the effectiveness and superiority of the proposed algorithm compared with the conventional optimal LQR. 展开更多
关键词 robust control optimal control sliding mode control nonlinear systems uncertain systems exact linearization.
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Optimal variable structure control with sliding modes for unstable processes 被引量:4
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作者 KUMAR Satyendra AJMERI Moina 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第10期3147-3158,共12页
In this work,a variable structure control(VSC)technique is proposed to achieve satisfactory robustness for unstable processes.Optimal values of unknown parameters of VSC are obtained using Whale optimization algorithm... In this work,a variable structure control(VSC)technique is proposed to achieve satisfactory robustness for unstable processes.Optimal values of unknown parameters of VSC are obtained using Whale optimization algorithm which was recently reported in literature.Stability analysis has been done to verify the suitability of the proposed structure for industrial processes.The proposed control strategy is applied to three different types of unstable processes including non-minimum phase and nonlinear systems.A comparative study ensures that the proposed scheme gives superior performance over the recently reported VSC system.Furthermore,the proposed method gives satisfactory results for a cart inverted pendulum system in the presence of external disturbance and noise. 展开更多
关键词 variable structure control sliding mode control Whale optimization algorithm robustNESS non-linear system
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Robust H_∞ control for uncertain descriptor systems with state and control delay 被引量:2
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作者 Piao Fengxian Zhang Qingling Ma Xiuzhen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期571-575,共5页
The problem of robust stabilization for uncertain continuous descriptor system with state and control delay is considered. The time-varying parametric uncertainty is assumed to be norm-bounded. The purpose of the robu... The problem of robust stabilization for uncertain continuous descriptor system with state and control delay is considered. The time-varying parametric uncertainty is assumed to be norm-bounded. The purpose of the robust stabilization is to design a memoryless state feedback law such that the resulting closed-loop system is robustly stable A sufficient condition that uncertain continuous descriptor system is robustly stabilizabled by state feedback law is derived in terms of linear matrix inequality (LMI). Finally, a numerical example is provided to demonstrate the application of the proposed method. 展开更多
关键词 robust h∞ control descriptor system DELAY feedback control linear matrix inequality (LMI).
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Robust reliable H_∞ control for discrete-time Markov jump linear systems with actuator failures 被引量:2
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作者 Chen Jiaorong Liu Fei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第5期965-973,共9页
The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback me... The robust reliable H∞ control problem for discrete-time Markovian jump systems with actuator failures is studied. A more practical model of actuator failures than outage is considered. Based on the state feedback method, the resulting closed-loop systems are reliable in that they remain robust stochastically stable and satisfy a certain level of H∞ disturbance attenuation not only when all actuators are operational, but also in case of some actuator failures, The solvability condition of controllers can be equivalent to a feasibility problem of coupled linear matrix inequalities (LMIs). A numerical example is also given to illustrate the design procedures and their effectiveness. 展开更多
关键词 discrete-time Markov jump systems actuator failure reliable control robust h∞-control time-delay.
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ASUBOPTIMAL DESIGN OF H∞DECENTRALIZED STATE FEEDBACK CONTROL FOR INTERCONNEC TED SYSTEMS 被引量:1
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作者 Gui Weihua Wu Min Chen Ning(College of Information Engineering, Central South University ofTechnology, Changsha 410083, China) 《Journal of Central South University》 SCIE EI CAS 1996年第2期56-62,共7页
In the paper, the problem of H∞ decentralized state feedback control for largescale systems is described. An algorithm is proposed which uses the method of a feasible direction matrix. The algorithm only requires the... In the paper, the problem of H∞ decentralized state feedback control for largescale systems is described. An algorithm is proposed which uses the method of a feasible direction matrix. The algorithm only requires the solution of an algebraic Riccati equation (ARE) and makes the H∞norm of the closedloop transfer function matrix from disturbance inputs to controlled outputs less than a given constant which ensure the stability of the overall controlled system at each iteration. The given example shows that the convergence of the algorithm is satisfactory. 展开更多
关键词 largescale SYSTEMS optimal control DECENTRALIZED control h∞ control STATE FEEDBACK iterative methods〖WT5
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Robust H_∞ controller design for a class of nonlinear fuzzy time-delay systems 被引量:1
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作者 Wang Miaoxin Liu Jizhen +1 位作者 Liu Xiangjie Liu Juncheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第6期1286-1289,共4页
The problem of fuzzy modeling for state and input time-delays systems with a class of nonlinear uncertainties by fuzzy T-S model is addressed.By using the linear matrix inequality(LMI) method, the problem of fuzzy r... The problem of fuzzy modeling for state and input time-delays systems with a class of nonlinear uncertainties by fuzzy T-S model is addressed.By using the linear matrix inequality(LMI) method, the problem of fuzzy robust H ∞ controller design for the system is studied.Assuming that the nonlinear uncertain functions in the model considered are gain-bounded, a sufficient condition for the robustly asymptotic stability of the closed-loop system is obtained via Lyapunov stability theory.By solving the LMI, a feedback control law which guarantees the robustly asymptotic stability of the closed-loop system is constructed and the effect of the disturbance input on the controlled output is ruduced to a prescribed level. 展开更多
关键词 fuzzy control robust h∞ control nonlinear uncertainty fuzzy time-delay systems linear matrixinequality.
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Delay-dependent robust H_∞control of convex polyhedral uncertain fuzzy systems 被引量:1
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作者 Gong Cheng Su Baoku 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第6期1191-1198,共8页
The robust H∞ control problem for a class of uncertain Takagi-Sugeno fuzzy systems with timevarying state delays is studied. The uncertain parameters are supposed to reside in a polytope. Based on the delay-dependent... The robust H∞ control problem for a class of uncertain Takagi-Sugeno fuzzy systems with timevarying state delays is studied. The uncertain parameters are supposed to reside in a polytope. Based on the delay-dependent Lyapunov functional method, a new delay-dependent robust H∞ fuzzy controller, which depends on the size of the delays and the derivative of the delays, is presented in term of linear matrix inequalities (LMIs). For all admissible uncertainties and delays, the controller guarantees not only the asymptotic stability of the system but also the prescribed H∞ attenuation level. In addition, the effectiveness of the proposed design method is demonstrated by a numerical example. 展开更多
关键词 robust h∞ control DELAY-DEPENDENT polyhedral uncertainty fuzzy systems
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Delay-dependent robust H_∞ control for uncertain discrete time-delay fuzzy systems 被引量:1
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作者 Gong Cheng Su Baoku 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期354-362,共9页
The robust H∞ control problem of norm bounded uncertain discrete Takagi-Sugeno (T-S) fuzzy systems with state delay is addressed. First, by constructing an appropriate basis-dependent Lyapunov-Krasovskii function, ... The robust H∞ control problem of norm bounded uncertain discrete Takagi-Sugeno (T-S) fuzzy systems with state delay is addressed. First, by constructing an appropriate basis-dependent Lyapunov-Krasovskii function, a new delay-dependent sufficient condition on robust H∞-disturbance attenuation is presented, in which both robust stability and prescribed H∞ performance are guaranteed to be achieved. Then based on the condition, a delay-dependent robust Hoo controller design scheme is developed in term of a convex algorithm. Finally, examples are given to illustrate the effectiveness of the proposed method. 展开更多
关键词 discrete T-S fuzzy control DELAY-DEPENDENT robust h∞ control basis-dependent Lyapunov-Krasovskii function
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Design of decentralized robust H_∞ state feedback controller 被引量:2
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作者 谢永芳 桂卫华 +1 位作者 蒋朝辉 阳春华 《Journal of Central South University of Technology》 EI 2006年第5期558-562,共5页
The design of decentralized robust H_∞ state feedback controller for large-scale interconnected systems with value bounded uncertainties existing in the state, control input and interconnected matrices was investigat... The design of decentralized robust H_∞ state feedback controller for large-scale interconnected systems with value bounded uncertainties existing in the state, control input and interconnected matrices was investigated. Based on the bounded real lemma a sufficient condition for the existence of a decentralized robust H_∞ state feedback controller was derived. This condition is expressed as the feasibility problem of a certain nonlinear matrix inequality. The controller, which makes the closed-loop large-scale system robust stable and satisfies the given H_∞ performance, is obtained by the offered homotopy iterative linear matrix inequality method. A numerical example is given to demonstrate the effectiveness of the proposed method. 展开更多
关键词 value bounded uncertainty decentralized control robust h∞ control nonlinear matrix inequality homotopy iterative method
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Robust and Non-fragile H_∞ Control for a Class of Uncertain Jump Linear Systems 被引量:6
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作者 KANG Yu XI Hong-Sheng ZHANG Da-Li JI Hai-Bo 《自动化学报》 EI CSCD 北大核心 2006年第3期438-443,共6页
This paper describes the synthesis of robust and non-fragile H∞ state feedback controllers for a class of uncertain jump linear systems with Markovian jumping parameters and state multiplicative noises. Under the ass... This paper describes the synthesis of robust and non-fragile H∞ state feedback controllers for a class of uncertain jump linear systems with Markovian jumping parameters and state multiplicative noises. Under the assumption of a complete access to the norm-bounds of the system uncertainties and controller gain variations, sufficient conditions on the existence of robust stochastic stability and γ-disturbance attenuation H∞ property are presented. A key feature of this scheme is that the gain matrices of controller are only based on It, the observed projection of the current regime rt. 展开更多
关键词 鲁棒控制 Markovian过程 跳跃参数 稳定性
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Near time optimal control with perturbation estimation for flexible spacecraft slewing maneuvers 被引量:1
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作者 CenXiaofeng WangQingchao MaXingrui 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期84-91,共8页
A feedforward approach for generating near time optimal controller for flexible spacecraft rest-to-rest maneuvers is presented with the objective insensitivity to modeling errors, parameter uncertainty and minimizing ... A feedforward approach for generating near time optimal controller for flexible spacecraft rest-to-rest maneuvers is presented with the objective insensitivity to modeling errors, parameter uncertainty and minimizing the residual energy of the flexible modes. The perturbation estimation of flexible appendages to the rigid-hub is accomplished simply via compare the output of real plant with the reference model, and the approach is based on combine this estimation with the bang-bang control for the rigid-hub modes through analysis the basic constraint and the additional constraint, i.e. zero coupling torque and zero coupling torque derivative for general two orders system and three orders system with considerate attitude acceleration mode near time optimal controls. These time optimal controls with control constraints and state constraints leads to forming a boundary-value problem, and resolved the problem using an iterative numerical algorithm. The near time optimal control with perturbation estimation shows a good robust to parameter uncertainty and can suppress the vibration and minimizing the residual energy. The capability of this approach is demonstrated through a numerical example in detail. 展开更多
关键词 time-optimal control perturbation estimation numerical algorithm robustness.
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Soft initial-rotation and H_∞ robust constant rotational speed control for rotational MEMS gyro
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作者 Ma Gaoyin Chen Wenyuan Cui Feng Zhang Weiping Wang Liqi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第3期583-589,共7页
A novel soft initiai-rotation control system and an H∞ robust constant rotational speed controller (RCRSC) for a rotational MEMS (micro-electro-mechanical system) gyro are presented. The soft initial-rotation con... A novel soft initiai-rotation control system and an H∞ robust constant rotational speed controller (RCRSC) for a rotational MEMS (micro-electro-mechanical system) gyro are presented. The soft initial-rotation control system can prevent the possible tumbling down of the suspended rotor and ensure a smooth and fast initial-rotation process. After the initial-rotation process, in order to maintain the rotational speed accurately constant, the RCRSC is acquired through the mixed sensitivity design approach. Simulation results show that the actuation voltage disturbances from the internal carrier waves in the gyro is reduced by more than 15.3 dB, and the speed fluctuations due to typical external vibrations ranging from 10 Hz to 200 Hz can also be restricted to 10^-3 rad/s order. 展开更多
关键词 micro-electro-mechanicai system GYRO ROTATION mixed sensitivity design h∞ robust controller
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分布式驱动EV侧向稳定性鲁棒H∞控制研究 被引量:1
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作者 龙云泽 封进 +1 位作者 张瑞宾 韦韬 《机械设计与制造》 北大核心 2025年第6期34-39,共6页
为解决参数不确定性分布式驱动电动汽车侧向稳定性控制问题,提出一种鲁棒D稳定与H∞控制器设计方法。建立车辆二自由度动力学模型,构造侧向稳定性系统矩阵及增益控制矩阵。并考虑车辆动力学模型线性分式参数不确定性,建立了分布式驱动... 为解决参数不确定性分布式驱动电动汽车侧向稳定性控制问题,提出一种鲁棒D稳定与H∞控制器设计方法。建立车辆二自由度动力学模型,构造侧向稳定性系统矩阵及增益控制矩阵。并考虑车辆动力学模型线性分式参数不确定性,建立了分布式驱动电动汽车不确定性控制系统模型。给定复平面上的圆盘域D,通过鲁棒D稳定方法将不确定系统的全部极点设置于圆盘D内,保证系统稳定性和良好的暂态响应性能。设计了一种综合考虑鲁棒D稳定条件的车辆侧向稳定性H∞控制器。运用CarSim与MATLAB/Simulink进行联合仿真实验。实验结果表明,所设计鲁棒H∞控制器能有效提升分布式驱动电动汽车在极限工况下的侧向稳定性能。 展开更多
关键词 分布式驱动电动汽车 侧向稳定性 鲁棒D稳定 h∞控制
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Indirect robust control of agile missile via Theta-D technique 被引量:2
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作者 Di ZHOU Quan LI 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第3期269-278,共10页
An agile missile with tail fins and pulse thrusters has continuous and discontinuous control inputs.This brings certain difficulty to the autopilot design and stability analysis.Indirect robust control via Theta-D tec... An agile missile with tail fins and pulse thrusters has continuous and discontinuous control inputs.This brings certain difficulty to the autopilot design and stability analysis.Indirect robust control via Theta-D technique is employed to handle this problem.An acceleration tracking system is formulated based on the nonlinear dynamics of agile missile.Considering the dynamics of actuators,there is an error between actual input and computed input.A robust control problem is formed by treating the error as input uncertainty.The robust control is equivalent to a nonlinear quadratic optimal control of the nominal system with a modified performance index including uncertainty bound.Theta-D technique is applied to solve the nonlinear optimal control problem to obtain the final control law.Numerical results show the effectiveness and robustness of the proposed strategy. 展开更多
关键词 AGILE MISSILE robust control optimal control Theta-D TEChNIQUE
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H无穷大控制在电动汽车变速换挡的应用研究
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作者 高攀 杨志刚 +1 位作者 郑孟冬 杨宗平 《机械设计与制造》 北大核心 2025年第2期12-18,共7页
针对电动汽车在换挡过程中的稳定性能,提出一种新型H无穷大换挡控制策略。在电动汽车变速器动力传动系统的结构和工作原理基础上,根据拉格朗日方程推导了动力传动系统的数学模型。考虑到外部负载变化、驱动电机转矩波动以及模型不匹配... 针对电动汽车在换挡过程中的稳定性能,提出一种新型H无穷大换挡控制策略。在电动汽车变速器动力传动系统的结构和工作原理基础上,根据拉格朗日方程推导了动力传动系统的数学模型。考虑到外部负载变化、驱动电机转矩波动以及模型不匹配等外部干扰的影响,在换挡过程中提出了一种鲁棒H无穷大控制器来减小车辆的抖动和离合器滑动能量损失。该控制器与传统PID控制器的对比仿真结果表明,两种控制器在无扰动情况下均表现良好,而在抗外部扰动方面,所提H无穷大控制器更能减少不确定性或干扰时的抖动和滑动能量损失,具有更优越的换挡鲁棒性能。 展开更多
关键词 换挡控制 双速变速器 动力传动 h无穷大控制 鲁棒性
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Robust control with compensation of adaptive model for dual-stage inertially stabilized platform 被引量:3
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作者 SONG Jiang-peng ZHOU Di +1 位作者 SUN Guang-li QI Zhi-hui 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2615-2625,共11页
To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a sec... To achieve excellent tracking accuracy,a coarse-fine dual-stage control system is chosen for inertially stabilized platform.The coarse stage is a conventional inertially stabilized platform,and the fine stage is a secondary servo mechanism to control lens motion in the imaging optical path.Firstly,the dual-stage dynamics is mathematically modeled as a coupling multi-input multi-output(MIMO)control system.Then,by incorporating compensation of adaptive model to deal with parameter variations and nonlinearity,a systematic robust H∞control scheme is designed,which can achieve good tracking performance,as well as improve system robustness against model uncertainties.Lyapunov stability analysis confirmed the stability of the overall control system.Finally,simulation and experiment results are provided to demonstrate the feasibility and effectiveness of the proposed control design method. 展开更多
关键词 dual-stage control inertially stabilized platform robust h∞control adaptive model
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Robust H∞ Control with Exponent Stability for Time-Delay Uncertain Systems 被引量:1
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作者 Luo Xiaoyuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2002年第1期27-33,共7页
This paper is concerned with the robust H ∞ control with exponent stability for a class of time delay uncertain systems. Attention is focused on the design of controllers such that the resulting closed loop system... This paper is concerned with the robust H ∞ control with exponent stability for a class of time delay uncertain systems. Attention is focused on the design of controllers such that the resulting closed loop system not only is exponentially stable but also satisfies, H ∞ disturbance attenuance via memoryless state feedback control. Sufficient conditions for feasibility are obtained in terms of LMIs. Moreover, optimization of LMI is considered such that the controller with low gain parameters is formulated. 展开更多
关键词 Uncertain system Time delay robust h control Exponent attenuance LMI.
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Delay-dependent Robust H∞ Control for Uncertain Singular Systems with State Delay 被引量:22
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作者 FANG Mei 《自动化学报》 EI CSCD 北大核心 2009年第1期65-70,共6页
这份报纸讨论延期依赖者的问题为有州的延期的不明确的单个系统的柔韧的 H 控制。把途径基于线性矩阵不平等(LMI ) ,我们设计一个州的反馈控制器,它保证为所有可被考虑的无常,结果的靠近环的系统是常规的,推动与 H 免费、稳定的标... 这份报纸讨论延期依赖者的问题为有州的延期的不明确的单个系统的柔韧的 H 控制。把途径基于线性矩阵不平等(LMI ) ,我们设计一个州的反馈控制器,它保证为所有可被考虑的无常,结果的靠近环的系统是常规的,推动与 H 免费、稳定的标准界限限制。所有获得的结果是延期依赖者并且由不包含系统矩阵的分解的严格的 LMI 提出。数字例子证明建议方法不比存在的保守。 展开更多
关键词 奇数时间延误系统 延迟依赖 自动控制 线性平均直径
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