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Decentralized adaptive neural network sliding mode position/force control of constrained reconfigurable manipulators 被引量:2
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作者 李元春 丁贵彬 赵博 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第11期2917-2925,共9页
A decentralized adaptive neural network sliding mode position/force control scheme is proposed for constrained reconfigurable manipulators. Different from the decentralized control strategy in multi-manipulator cooper... A decentralized adaptive neural network sliding mode position/force control scheme is proposed for constrained reconfigurable manipulators. Different from the decentralized control strategy in multi-manipulator cooperation, the proposed decentralized position/force control scheme can be applied to series constrained reconfigurable manipulators. By multiplying each row of Jacobian matrix in the dynamics by contact force vector, the converted joint torque is obtained. Furthermore, using desired information of other joints instead of their actual values, the dynamics can be represented as a set of interconnected subsystems by model decomposition technique. An adaptive neural network controller is introduced to approximate the unknown dynamics of subsystem. The interconnection and the whole error term are removed by employing an adaptive sliding mode term. And then, the Lyapunov stability theory guarantees the stability of the closed-loop system. Finally, two reconfigurable manipulators with different configurations are employed to show the effectiveness of the proposed decentralized position/force control scheme. 展开更多
关键词 constrained reconfigurable manipulators position/force control model decomposition decentralized control neural network
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Improved hybrid position/force controller design of a flexible robot manipulator using a sliding observer 被引量:4
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作者 Farooq M Wang Daobo Dar N. U 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第1期146-158,共13页
An improved hybrid position/force controller design of a flexible robot manipulator is presented using a sliding observer. The friction between the end effector and the environment is considered and compensated. For s... An improved hybrid position/force controller design of a flexible robot manipulator is presented using a sliding observer. The friction between the end effector and the environment is considered and compensated. For systematic reasons the controller is designed taking into consideration the rigid link subsystems and the flexible joints. The proposed control system satisfies the stability of the two subsystems and copes with the uncertainty of robot dynamics. A sliding observer is designed to estimate the time derivative of the torque applied as input to the rigid part of the robot. For the stability of the observer, it is assumed that the uncertainty of the observed system is bounded. A MRAC algorithm is used for the estimation of the friction forces at the contact point between the end effector and the environment. Finally simulation and experimental results are given, to demonstrate the effectiveness of the proposed controller. 展开更多
关键词 force control sliding control Lyapunov stability robot end effector friction force.
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A satellite observation data considered train positioning optimization method with RTK
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作者 YUCHI Zhen-xin LI Wei +3 位作者 GAO Shi-juan CHEN Chun-yang HUANG Su-su JIANG Ji-xiong 《Journal of Central South University》 2025年第4期1548-1568,共21页
In this paper,a novel train positioning method considering satellite raw observation data was proposed,which aims to promote train positioning performance from an innovative perspective of the train satellite-based po... In this paper,a novel train positioning method considering satellite raw observation data was proposed,which aims to promote train positioning performance from an innovative perspective of the train satellite-based positioning error sources.The method focused on overcoming the abnormal observations in satellite observation data caused by railway environment rather than the positioning results.Specifically,the relative positioning experimental platform was built and the zero-baseline method was firstly employed to evaluate the carrier phase data quality,and then,GNSS combined observation models were adopted to construct the detection values,which were applied to judge abnormal-data through the dual-frequency observations.Further,ambiguity fixing optimization was investigated based on observation data selection in partly-blocked environments.The results show that the proposed method can effectively detect and address abnormal observations and improve positioning stability.Cycle slips and gross errors can be detected and identified based on dual-frequency global navigation satellite system data.After adopting the data selection strategy,the ambiguity fixing percentage was improved by 29.2%,and the standard deviation in the East,North,and Up components was enhanced by 12.7%,7.4%,and 12.5%,respectively.The proposed method can provide references for train positioning performance optimization in railway environments from the perspective of positioning error sources. 展开更多
关键词 train operation control system train positioning satellite positioning abnormal-data detection real-time kinematic positioning
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A novel grasping force control strategy for multi-fingered prosthetic hand 被引量:4
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作者 张庭 姜力 刘宏 《Journal of Central South University》 SCIE EI CAS 2012年第6期1537-1542,共6页
A grasping force control strategy is proposed in order to complete various free manipulations by using anthropomorphic prosthetic hand. The position-based impedance control and force-tracking impedance control are use... A grasping force control strategy is proposed in order to complete various free manipulations by using anthropomorphic prosthetic hand. The position-based impedance control and force-tracking impedance control are used in free and constraint spaces, respectively. The fuzzy observer is adopted in transition in order to switch control mode. Two control modes use one position-based impedance controller. In order to achieve grasping force track, reference force is added to the impedance controller in the constraint space. Trajectory tracking in free space and torque tracking in constrained space are realized, and reliability of mode switch and stability of system are achieved. An adaptive sliding mode friction compensation method is proposed. This method makes use of terminal sliding mode idea to design sliding mode function, which makes the tracking error converge to zero in finite time and avoids the problem of conventional sliding surface that tracking error cannot converge to zero. Based on the characteristic of the exponential form friction, the sliding mode control law including the estimation of friction parameter is obtained through terminal sliding mode idea, and the online parameter update laws are obtained based on Lyapunov stability theorem. The experiments on the HIT Prosthetic Hand IV are carried out to evaluate the grasping force control strategy, and the experiment results verify the effectiveness of this control strategy. 展开更多
关键词 GRASPING impedance control force control sliding mode control prosthetic hand
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Adaptive robust output force tracking control of pneumatic cylinder while maximizing/minimizing its stiffness 被引量:4
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作者 孟德远 陶国良 +1 位作者 班伟 钱鹏飞 《Journal of Central South University》 SCIE EI CAS 2013年第6期1510-1518,共9页
The system considered in this work consists of a cylinder which is controlled by a pair of three-way servo valves rather than a four-way one.Therefore,the cylinder output stiffness is independently controllable of the... The system considered in this work consists of a cylinder which is controlled by a pair of three-way servo valves rather than a four-way one.Therefore,the cylinder output stiffness is independently controllable of the output force.A discontinuous projection based adaptive robust controller (ARC) was constructed to achieve high-accuracy output force trajectory tracking for the system.In ARC,on-line parameter adaptation method was adopted to reduce the extent of parametric uncertainties due to the variation of friction parameters,and sliding mode control method was utilized to attenuate the effects of parameter estimation errors,unmodelled dynamics and disturbance.Furthermore,output stiffness maximization/minimization was introduced to fulfill the requirement of many robotic applications.Extensive experimental results were presented to illustrate the effectiveness and the achievable performance of the proposed scheme.For tracking a 0.5 Hz sinusoidal trajectory,maximum tracking error is 4.1 N and average tracking error is 2.2 N.Meanwhile,the output stiffness can be made and maintained near its maximum/minimum. 展开更多
关键词 servo-pneumatic systems output force control cylinder output stiffness sliding mode control adaptive control
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Learning-based force servoing control of a robot with vision in an unknown environment 被引量:2
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作者 XiaoNanfeng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第2期171-178,共8页
A learning-based control approach is presented for force servoing of a robot with vision in an unknown environment. Firstly, mapping relationships between image features of the servoing object and the joint angles of ... A learning-based control approach is presented for force servoing of a robot with vision in an unknown environment. Firstly, mapping relationships between image features of the servoing object and the joint angles of the robot are derived and learned by a neural network. Secondly, a learning controller based on the neural network is designed for the robot to trace the object. Thirdly, a discrete time impedance control law is obtained for the force servoing of the robot, the on-line learning algorithms for three neural networks are developed to adjust the impedance parameters of the robot in the unknown environment. Lastly, wiping experiments are carried out by using a 6 DOF industrial robot with a CCD camera and a force/torque sensor in its end effector, and the experimental results confirm the effecti veness of the approach. 展开更多
关键词 ROBOTICS force servoing vision control learning algorithm neural network.
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Nonlinear observer-controller design for dynamic positioning of ships 被引量:2
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作者 何黎明 田作华 施颂椒 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期359-363,共5页
The main focus is nonlinear model-based dynamic positioning (DP) control system design. A nonlinear uniform global exponential stability (UGES) observer produces noise-free estimates of the position, the slowly varyin... The main focus is nonlinear model-based dynamic positioning (DP) control system design. A nonlinear uniform global exponential stability (UGES) observer produces noise-free estimates of the position, the slowly varying environmental disturbances and the velocity, which are used in a proportional-derivative (PD) + feedforward control law. The stability of this observer-controller system is proved by introducing a specific nonlinear cascaded system. The simulation results have successfully demonstrated the performance of designed DP control system. 展开更多
关键词 dynamic positioning nonlinear observer nonlinear PD + feedforward control stability analysis.
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A framework of force of information influence and application for C4KISR system
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作者 MAO Shaojie DIAO Lianwang +6 位作者 SUN Yu WANG Heng YI Kan XU Xin MAO Xiaobin ZHANG Kecheng SHENG Long 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第2期430-443,共14页
The subversive nature of information war lies not only in the information itself, but also in the circulation and application of information. It has always been a challenge to quantitatively analyze the function and e... The subversive nature of information war lies not only in the information itself, but also in the circulation and application of information. It has always been a challenge to quantitatively analyze the function and effect of information flow through command, control, communications, computer, kill, intelligence,surveillance, reconnaissance (C4KISR) system. In this work, we propose a framework of force of information influence and the methods for calculating the force of information influence between C4KISR nodes of sensing, intelligence processing,decision making and fire attack. Specifically, the basic concept of force of information influence between nodes in C4KISR system is formally proposed and its mathematical definition is provided. Then, based on the information entropy theory, the model of force of information influence between C4KISR system nodes is constructed. Finally, the simulation experiments have been performed under an air defense and attack scenario. The experimental results show that, with the proposed force of information influence framework, we can effectively evaluate the contribution of information circulation through different C4KISR system nodes to the corresponding tasks. Our framework of force of information influence can also serve as an effective tool for the design and dynamic reconfiguration of C4KISR system architecture. 展开更多
关键词 information warfare command control communications computer KILL intelligence surveillance reconnaissance(C4KISR)system information circulation force of information influence information entropy
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Compliant landing of a trotting quadruped robot based on hybrid motion/force robust control 被引量:2
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作者 郎琳 王剑 +1 位作者 韦庆 马宏绪 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第8期1970-1980,共11页
A compliant landing strategy for a trotting quadruped robot on unknown rough terrains based on contact force control is presented. Firstly, in order to lower the disturbance caused by the landing impact force, a landi... A compliant landing strategy for a trotting quadruped robot on unknown rough terrains based on contact force control is presented. Firstly, in order to lower the disturbance caused by the landing impact force, a landing phase is added between the swing phase and the stance phase, where the desired contact force is set as a small positive constant. Secondly, the joint torque optimization of the stance legs is formulated as a quadratic programming(QP) problem subject to equality and inequality/bound constraints. And a primal-dual dynamical system solver based on linear variational inequalities(LVI) is applied to solve this QP problem. Furthermore, based on the optimization results, a hybrid motion/force robust controller is designed to realize the tracking of the contact force, while the constraints of the stance feet landing angles are fulfilled simultaneously. Finally, the experiments are performed to validate the proposed methods. 展开更多
关键词 trotting quadruped robots compliant landing joint torque optimization quadratic programming(QP) hybrid motion/force robust control
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Finite-time tracking control and vibration suppression based on the concept of virtual control force for flexible two-link space robot 被引量:1
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作者 Rong-Hua Lei Li Chen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第3期874-883,共10页
The dynamic modeling, finite-time trajectory tracking control and vibration suppression of a flexible two-link space robot are studied. Firstly, the dynamic model of the system is established by combining Lagrange met... The dynamic modeling, finite-time trajectory tracking control and vibration suppression of a flexible two-link space robot are studied. Firstly, the dynamic model of the system is established by combining Lagrange method with assumed mode method. In order to ensure that the base attitude and the joints of space robot can reach the desired positions within a limited time, a non-singular fast terminal sliding mode(NFTSM) controller is designed, which realizes the finite-time convergence of the trajectory tracking errors. Subsequently, for the sake of suppressing the vibrations of flexible links, a hybrid trajectory based on the concept of the virtual control force is developed, which can reflect the flexible modes and the trajectory tracking errors simultaneously. By modifying the original control scheme, a NFTSM hybrid controller is proposed. The hybrid control scheme can not only realized attitude stabilization and trajectory tracking of joints in finite time, but also provide a new method of vibration suppression. The simulation results verify the effectiveness of the designed hybrid control strategy. 展开更多
关键词 FINITE-TIME Terminal sliding mode Flexible links Vibration suppression Virtual control force
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Hybrid force control of astronaut rehabilitative training robot under active loading mode 被引量:3
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作者 邹宇鹏 张立勋 +1 位作者 马慧子 秦涛 《Journal of Central South University》 SCIE EI CAS 2014年第11期4121-4132,共12页
In order to mitigate the effects of space adaptation syndrome(SAS) and improve the training efficiency of the astronauts, a novel astronaut rehabilitative training robot(ART) was proposed. ART can help the astronauts ... In order to mitigate the effects of space adaptation syndrome(SAS) and improve the training efficiency of the astronauts, a novel astronaut rehabilitative training robot(ART) was proposed. ART can help the astronauts to carry out the bench press training in the microgravity environment. Firstly, a dynamic model of cable driven unit(CDU) was established whose accuracy was verified through the model identification. Secondly, to improve the accuracy and the speed of the active loading, an active loading hybrid force controller was proposed on the basis of the dynamic model of the CDU. Finally, the actual effect of the hybrid force controller was tested by simulations and experiments. The results suggest that the hybrid force controller can significantly improve the precision and the dynamic performance of the active loading with the maximum phase lag of the active loading being 9° and the maximum amplitude error being 2% at the frequency range of 10 Hz. The controller can meet the design requirements. 展开更多
关键词 space adaptation syndrome astronaut rehabilitative training robot model identification hybrid force control
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Cutting Characteristics of Force Controllable Milling Head
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作者 Shirakashi Takahiro Shibuya Wataru 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期108-,共1页
In order to control cutting force and its direction i n milling operation, a new milling head was developed. The head has two milling cutters, which are connected by a pair of gears and rotate in opposite direction re... In order to control cutting force and its direction i n milling operation, a new milling head was developed. The head has two milling cutters, which are connected by a pair of gears and rotate in opposite direction respectively. Both up-cut and down-cut can be carried out simultaneously by t hese milling cutters. The each depth of cut, the ratio of up/down cutting depth , by these cutters can be also selected. The cutting force characteristics were experimentally discussed by changing the ratio. The cutting force and its locus can be also changed by the selection of the ratio of up/down cutting depth. For practical usage of the head the analytical prediction method of the cutting forc e characteristics under selected cutting condition was proposed based on the ene rgy approach method proposed, in which both of cutting force characteristics of a single milling cutter and the combined milling cutter under a selected up/dow n cutting depth ratio were analytically estimated based on the two dimensional c utting data. It was experimentally shown that in NC milling machine the cutting force locus was controlled in pre-determined direction under various tool paths . 展开更多
关键词 Cutting Characteristics of force controllable Milling Head
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面向机群路由器的ForCES协议实现技术研究 被引量:1
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作者 商云飞 龚正虎 王宝生 《计算机应用与软件》 CSCD 北大核心 2006年第8期8-9,共2页
在对机群路由器和ForCES协议进行分析研究的基础上,提出了协议实现的总体框架,并对协议实现的关键技术进行了深入地分析。同时,设计和实现了一套开放智能控制平台原型系统,并在该平台上实现了ForCES协议。
关键词 forceS协议 机群路由器 网络单元 高可用性 开放智能控制平台
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ForCES体系结构中基于AgentX的网管代理机制的研究
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作者 金蓉 王伟明 朱广信 《计算机应用研究》 CSCD 北大核心 2007年第10期292-294,共3页
首先介绍了ForCES体系结构,然后给出了一种ForCES体系结构中基于AgentX的网管代理方案,最后详细研究了若干实现机制,并给出了测试结果。
关键词 转发件和控制件分离 网络管理 可扩展代理
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基于SNMP协议的ForCES路由器网络管理
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作者 金蓉 吴晓春 王伟明 《计算机应用研究》 CSCD 北大核心 2006年第10期216-218,共3页
首先分析转发与控制分离(ForCES)体系结构;接着讨论了ForCES结构路由器的网络管理问题,分析ForCES结构在实现常规网络管理上的主要问题和困难点;最后着重提出用简单网络管理协议(SNMP)及其扩展代理协议AgentX对ForCES结构路由器进行有... 首先分析转发与控制分离(ForCES)体系结构;接着讨论了ForCES结构路由器的网络管理问题,分析ForCES结构在实现常规网络管理上的主要问题和困难点;最后着重提出用简单网络管理协议(SNMP)及其扩展代理协议AgentX对ForCES结构路由器进行有效网络管理的方法。 展开更多
关键词 forceS SNMP AGENTX
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一种在ForCES中支持SNMP的方法
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作者 金蓉 《计算机工程》 CAS CSCD 北大核心 2011年第8期74-76,共3页
根据RFC 3654对转发与控制单元分离(ForCES)体系结构提出的网络管理需求,通过改进ForCES网络单元中大规模动态MIB表的维护机制,提出一种在ForCES中支持简单网络管理协议(SNMP)的方法。实验结果表明,与传统方法相比,该方法能以较少的响... 根据RFC 3654对转发与控制单元分离(ForCES)体系结构提出的网络管理需求,通过改进ForCES网络单元中大规模动态MIB表的维护机制,提出一种在ForCES中支持简单网络管理协议(SNMP)的方法。实验结果表明,与传统方法相比,该方法能以较少的响应时间获得更好的性能。 展开更多
关键词 转发与控制单元分离 简单网络管理协议 动态MIB表 控制单元 转发单元
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Experimental Research on the Mechanism of Lift Amplification and Vibration Suppression of Lorentz Force 被引量:2
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作者 ZHANG Hui FAN Baochun +2 位作者 CHEN Zhihua LI Hongzhi LI Baoming 《Defence Technology(防务技术)》 SCIE EI CAS 2013年第2期110-116,共7页
The Lorentz force generated by electromagnetic field on the surface of the cylinder in the electrolyte solution may modify the structure of the flow boundary layer effectively. The transient control process of Lorentz... The Lorentz force generated by electromagnetic field on the surface of the cylinder in the electrolyte solution may modify the structure of the flow boundary layer effectively. The transient control process of Lorentz force is investigated experimentally for lift amplification and vibration suppression. The experiments are conducted in a rotating annular tank filled with a low-conducting electrolyte. A cylinder with an electro-magnetic actuator is placed into the electrolyte. The lift force of cylinder is measured using the strain gages attached to a fixed beam, and the flow fields are visualized by the dye markers. The results show that the upper vortex on the cylinder is suppressed, and the wake becomes a line and leans to the lower side under the action of upside Lorentz force while the lower vortex on the cylinder is suppressed and limited in a small region. Therefore, the value of lift increases with the variation of flow field. However, the vortexes on the cylinder are suppressed fully under the action of symmetrical Lorentz force which leads to the suppression of lift oscillation and then the vibration of cylinder are suppressed fully. 展开更多
关键词 hydromechanics flow control Lorentz force vortex-induced vibration cylinder wake
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ForCES体系结构路由器中RIP的研究与测试
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作者 岳挺 王伟明 董黎刚 《计算机应用研究》 CSCD 北大核心 2006年第8期243-244,247,共3页
介绍了基于ForCES(Forwarding and Control E lement Separation)协议IP路由器的体系结构。对基于ForCES协议IP路由器中R IP协议的实现进行了研究,详细阐述了基于ForCES结构IP路由器中R IP协议实现的方案。最后给出了测试结果。
关键词 控制器 转发器 forceS RIP
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ForCES结构IP路由器中控制器的研究与实现
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作者 岳挺 王伟明 《现代电子技术》 2005年第21期109-111,共3页
当今IP路由器的一个发展趋势是控制器(Con tro l E lem en t,CE)与转发器(Forw ard ing E lem en t,FE)的分离(Forw ard ing and Con tro l E lem en t Separation)。基于控制器和转发器分离的IP路由器比传统模式的IP路由器具有更高的... 当今IP路由器的一个发展趋势是控制器(Con tro l E lem en t,CE)与转发器(Forw ard ing E lem en t,FE)的分离(Forw ard ing and Con tro l E lem en t Separation)。基于控制器和转发器分离的IP路由器比传统模式的IP路由器具有更高的可配置性和灵活性,更容易满足新业务对网络提出的新要求,从根本上解决IP路由器的Q oS问题。控制器在IP路由器中至关重要,他通过向转发器发送控制消息来控制整个路由器的动作,并且及时反映转发器的属性信息。对基于ForCES(Forw ard ing and Con tro l E lem en t Separation)结构的IP路由器中控制器进行了研究与实现,重点介绍网络件(N etw orkE lem en t,NE)信息描述的实现原理和逻辑功能块(Log ica l Function B lock,LFB)拓扑结构图形化显示的实现原理,最后给出了测试结果。 展开更多
关键词 控制器 转发器 forceS FE模型 逻辑功能块
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Stabilizing model predictive control scheme for piecewise affine systems with maximal positively invariant terminal set
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作者 Fu Chen Guangzhou Zhao Xiaoming Yu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第6期1090-1094,共5页
An efficient algorithm is proposed for computing the solution to the constrained finite time optimal control (CFTOC) problem for discrete-time piecewise affine (PWA) systems with a quadratic performance index. The... An efficient algorithm is proposed for computing the solution to the constrained finite time optimal control (CFTOC) problem for discrete-time piecewise affine (PWA) systems with a quadratic performance index. The maximal positively invariant terminal set, which is feasible and invariant with respect to a feedback control law, is computed as terminal target set and an associated Lyapunov function is chosen as terminal cost. The combination of these two components guarantees constraint satisfaction and closed-loop stability for all time. The proposed algorithm combines a dynamic programming strategy with a multi-parametric quadratic programming solver and basic polyhedral manipulation. A numerical example shows that a larger stabilizable set of states can be obtained by the proposed algorithm than precious work. 展开更多
关键词 constrained optimal predictive control multi-parametric quadratic programming dynamic programming receding horizon control positively invariant set.
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