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电力系统的多智能体控制结构研究
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作者 吴高洁 韦文书 +3 位作者 彭健 李彬 杨水锋 刘兴高 《电气应用》 2023年第9期64-68,I0006,共6页
电力行业中现有的多智能体控制结构存在控制精细度差、电能损耗率高的问题,针对此类问题,一种多智能体最优控制结构的新型设计方法被提出。此方法可以应用于多种目标函数的优化,提高控制效率,降低能量损耗。目前,关于所提的新型多智能... 电力行业中现有的多智能体控制结构存在控制精细度差、电能损耗率高的问题,针对此类问题,一种多智能体最优控制结构的新型设计方法被提出。此方法可以应用于多种目标函数的优化,提高控制效率,降低能量损耗。目前,关于所提的新型多智能体控制方法在电力系统中应用的研究正在进行。 展开更多
关键词 电力系统 智能体控制 最优控制 聚类
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配电网分布式电源群通信故障检测与控制方法设计研究
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作者 宋卓明 《通信电源技术》 2024年第22期146-148,共3页
随着大量分布式电源接入配电网,通信网络故障日益成为影响配电网安全稳定运行的关键因素。文章提出了一种配电网分布式电源群通信故障检测与控制方法。该方法通过边缘计算实现数据智能采集与处理,利用小波变换等技术提取多维度故障特征... 随着大量分布式电源接入配电网,通信网络故障日益成为影响配电网安全稳定运行的关键因素。文章提出了一种配电网分布式电源群通信故障检测与控制方法。该方法通过边缘计算实现数据智能采集与处理,利用小波变换等技术提取多维度故障特征,构建支持向量机(Support Vector Machine,SVM)模型进行故障诊断,并结合智能体实现分布式协调控制。实验结果表明,所提方法在多种故障场景下均表现出优异的检测准确率和控制效果,系统恢复时间控制在3 s内。本研究为保障新能源高渗透下配电网的安全稳定运行提供了有效技术支撑。 展开更多
关键词 配电网 分布式电源 通信故障检测 智能体控制
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无人机编队飞行中的定位和同步控制问题研究 被引量:1
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作者 樊志领 王帅 +1 位作者 李雪 王万晓 《周口师范学院学报》 CAS 2023年第2期8-12,共5页
主要研究无人机在编队飞行时的纯方位无源定位问题和保持固定队形的同步控制问题。首先,通过被动接收信号无人机接收到的位置信息建立纯方位无源定位的非线性规划模型,利用变步长搜索法进行求解,得到了误差较小的定位位置。然后,结合一... 主要研究无人机在编队飞行时的纯方位无源定位问题和保持固定队形的同步控制问题。首先,通过被动接收信号无人机接收到的位置信息建立纯方位无源定位的非线性规划模型,利用变步长搜索法进行求解,得到了误差较小的定位位置。然后,结合一个特定的编队方式,利用纯方位无源定位方法建立无人机飞行过程中的多智能体同步控制模型,实现了通过较少的调整次数将有偏差的无人机调整至理想位置。最后,通过仿真实验验证了模型和算法的有效性。 展开更多
关键词 无人机 无源定位 智能同步控制 变步长搜索 仿真
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基于分层强化学习的空战集群控制策略
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作者 乔天润 崔鹏 张亚 《指挥信息系统与技术》 2023年第6期54-60,共7页
针对多智能体集群控制中智能体的行为难解释和训练难收敛的问题,研究了强化学习分层框架下的多智能体集群控制方法,提出了一种新的上层宏观决策、下层微观执行的多智能体强化学习分层框架,并利用双重深度Q网络(DDQN)与Q值混合器(QMIX)... 针对多智能体集群控制中智能体的行为难解释和训练难收敛的问题,研究了强化学习分层框架下的多智能体集群控制方法,提出了一种新的上层宏观决策、下层微观执行的多智能体强化学习分层框架,并利用双重深度Q网络(DDQN)与Q值混合器(QMIX)算法实现了该框架。最后,构建了歼击机8v8空战博弈对抗的场景,用于多智能体强化学习算法的训练。试验结果表明,该框架算法与传统多智能体强化学习方法相比,弥补了多智能体在行为解释性上的缺陷,并在训练收敛速度上得到了一定提升。 展开更多
关键词 分层强化学习 智能集群控制 空战场景
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CARACaS无人自主框架及其感知、控制与协同技术综述 被引量:1
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作者 何佳洲 胡剑秋 张煌 《指挥控制与仿真》 2022年第1期1-19,共19页
针对CARACaS(Control Architecture for Robotic Agent Command and Sensing)无人自主框架、核心组件、示范验证和应用发展情况进行综述。首先,简要描述了自主框架的组成及其软件架构的设计原则和思路,对行为、动态规划和感知三类引擎... 针对CARACaS(Control Architecture for Robotic Agent Command and Sensing)无人自主框架、核心组件、示范验证和应用发展情况进行综述。首先,简要描述了自主框架的组成及其软件架构的设计原则和思路,对行为、动态规划和感知三类引擎的技术特征进行分析,讨论了世界模型的构建原则和方式;其次,较为详细地分析了CARACaS技术典型示范验证和拓展应用情况,讨论了水面无人艇自主导航应用中CARACaS感知系统技术演化和发展;然后,考虑CARACaS技术示范验证与美国无人行业领军代表——空间集成系统公司SIS(Spatial Integrated Systems)集成开发工作密切相关,概要总结了SIS集成技术特点和最新进展;最后,结合美军在无人领域重点研究技术的发展情况,给出了几点启示。 展开更多
关键词 CARACaS自主框架 动态规划 行为协同 感知演化 世界模型 异步数据可靠传输 智能指挥控制
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牵引控制间歇通讯多智能体网络的一致性 被引量:6
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作者 赵丹 胡爱花 刘丹 《信息与控制》 CSCD 北大核心 2017年第2期238-242,共5页
针对间歇通讯的具有领导层与跟随者层的多智能体网络一致性问题,提出了合适的时变牵引控制方案.同时,在模型中引入了切换的拓扑结构,使得多智能体网络更为实际.采用李亚普诺夫稳定性理论,给出了牵引控制下领导层与跟随者层的一致性条件... 针对间歇通讯的具有领导层与跟随者层的多智能体网络一致性问题,提出了合适的时变牵引控制方案.同时,在模型中引入了切换的拓扑结构,使得多智能体网络更为实际.采用李亚普诺夫稳定性理论,给出了牵引控制下领导层与跟随者层的一致性条件,并得到了网络通讯间隔的要求.数值仿真进一步验证了理论结果的有效性. 展开更多
关键词 一致性多智能网络牵引控制间歇通讯
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STABILITY ANALYSIS AND COOPERATIVE CONTROL OF DISTRIBUTED MULTI-AGENT SYSTEM WITH SAMPLED COMMUNICATION 被引量:1
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作者 姚克明 王小兰 +2 位作者 吴俊 陆宇平 罗德林 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2012年第4期373-378,共6页
The cooperative control and stability analysis problems for the multi-agent system with sampled com- munication are investigated. Distributed state feedback controllers are adopted for the cooperation of networked age... The cooperative control and stability analysis problems for the multi-agent system with sampled com- munication are investigated. Distributed state feedback controllers are adopted for the cooperation of networked agents. A theorem in the form of linear matrix inequalities(LMI) is derived to analyze the system stability. An- other theorem in the form of optimization problem subject to LMI constraints is proposed to design the controller, and then the algorithm is presented. The simulation results verify the validity and the effectiveness of the pro- posed approach. 展开更多
关键词 cooperative control distributed control multi-agent system system stability linear matrix inequality
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Necessary and Sufficient Conditions for Consensus in Third Order Multi-Agent Systems 被引量:9
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作者 Chi Huang Guisheng Zhai Gesheng Xu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2018年第6期1044-1053,共10页
We deal with a consensus control problem for a group of third order agents which are networked by digraphs.Assuming that the control input of each agent is constructed based on weighted difference between its states a... We deal with a consensus control problem for a group of third order agents which are networked by digraphs.Assuming that the control input of each agent is constructed based on weighted difference between its states and those of its neighbor agents, we aim to propose an algorithm on computing the weighting coefficients in the control input. The problem is reduced to designing Hurwitz polynomials with real or complex coefficients. We show that by using Hurwitz polynomials with complex coefficients, a necessary and sufficient condition can be obtained for designing the consensus algorithm. Since the condition is both necessary and sufficient, we provide a kind of parametrization for all the weighting coefficients achieving consensus. Moreover, the condition is a natural extension to second order consensus, and is reasonable and practical due to its comparatively decreased computation burden. The result is also extended to the case where communication delay exists in the control input. 展开更多
关键词 Communication delay consensus algorithms graph Laplacians Hurwitz polynomials third order multi-agent systems.
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高效绿色智慧建筑综合解决方案 被引量:6
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作者 李元阳 黄国强 +4 位作者 阎杰 梁锐 傅家早 邱艺德 黄漫宁 《暖通空调》 2019年第10期123-128,共6页
高效绿色智慧建筑理念包括低能耗建筑设计、先进的高效节能集成技术及建筑智慧化管理系统。其中,高效集中空调系统高能效结果的达成需要从设计、施工、调适、运维全程进行精细化把关和服务。空调主机生产商可以从冷量的生产源头出发对... 高效绿色智慧建筑理念包括低能耗建筑设计、先进的高效节能集成技术及建筑智慧化管理系统。其中,高效集中空调系统高能效结果的达成需要从设计、施工、调适、运维全程进行精细化把关和服务。空调主机生产商可以从冷量的生产源头出发对系统进行全面的优化,将M-BMS多智能体自适应节能控制系统融合在经过精细化设计及调试后的高效暖通空调系统中,使暖通与自控无缝集成,智能化节能运行,保障项目的实施效果。通过建筑智慧化监控平台深挖建筑节能潜力并平衡建筑空间舒适性,实现建筑的智慧化运营,形成一个绿色、高效、舒适、便利的智慧建筑环境。 展开更多
关键词 高效 绿色智慧建筑 集中空调系统 智能自适应节能控制系统 精细化设计
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焊接机器人高新技术发展趋势 被引量:2
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作者 刘利萍 《现代工业经济和信息化》 2014年第18期61-62,共2页
介绍了我国在焊接机器人方面的发展状况,并以虚拟仿真技术、多智能体协调控制技术、智能传感器技术为代表,探讨了目前焊接机器人领域的高新技术。
关键词 焊接机器人 虚拟仿真技术 智能协调控制技术 智能传感器
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Multi-agent Systems and Cloud Computing for Controlling and Managing Chemical and Food Processes 被引量:1
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作者 Pavel Burian 《Journal of Chemistry and Chemical Engineering》 2012年第12期1121-1135,共15页
Cloud computing can offer a very powerful, reliable, predictable and scalable computing infrastructure for the execution of MAS (multi-agent systems) implementing complex agent-based applications such when modelling... Cloud computing can offer a very powerful, reliable, predictable and scalable computing infrastructure for the execution of MAS (multi-agent systems) implementing complex agent-based applications such when modelling, simulation and real-time running of complex systems must be provided. Multi-agent systems appears as an adequate approach to current challenges in many areas. Between important qualities of MAS also belongs to, that they are open, interoperable, and heterogenous systems. The agent is active, a program entity, has its own ideas how to perform the tasks of the own agenda. Agents: perceive, behave "reasonably", act in the environment, communicate with other agents. Cloud infrastructures can offer an ideal platform where run MAS systems simulations, applications and real-time running because of its large amount of processing and memory resources that can be dynamically configured for executing large agent-based software at unprecedented scale. Cloud computing can help chemical and food companies drive operational excellence; meet growing and changing customer demands; accelerate new product innovation and ramp-to-volume manufacturing in key markets; reduce IT spending; manage and mitigate supply chain risks; and enable faster and more flexible delivery of new IT system. Production type of SOC (service-oriented computing) can be inspired by a "Cloud", for the production of "Cloud" offers an attractive and natural solutions in several computing trends such as delivery system over the Internet, use of utilities, flexibility, virtualization, a "grid" distributed computing, outsourcing, Web 2.0, etc.. Production of the "Cloud" is also considered as a new multidisciplinary field that includes "network" production, virtual manufacturing, agile manufacturing, and of course cloud computing. Examples of cloud computing and MAS applications in food and chemistry development and industry, proposition of using multi-agent systems in the control of batch processes, modified ACO (ant colony optimization) approach for the diversified service allocation and scheduling mechanism in cloud paradigma, examples of applications in a business area were studied in the paper. 展开更多
关键词 MAS cloud computing UML (unified modelling language) FIPA (foundation for intelligent physical agents) Jadex(MAS).
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超高效中央空调系统集成解决方案探析 被引量:24
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作者 李元阳 黄国强 +4 位作者 阎杰 梁锐 傅家早 邱艺德 黄漫宁 《制冷与空调》 2019年第7期6-12,共7页
超高效中央空调系统高节能结果的达成需要从设计、施工、运维全程进行精细化把关和服务。提供空调系统核心的主机厂家可以从冷量的生产源头出发对系统进行全面的优化。本文通过将M-BMS多智能体自适应节能控制系统融合在经过精细化设计... 超高效中央空调系统高节能结果的达成需要从设计、施工、运维全程进行精细化把关和服务。提供空调系统核心的主机厂家可以从冷量的生产源头出发对系统进行全面的优化。本文通过将M-BMS多智能体自适应节能控制系统融合在经过精细化设计及调试后的高效暖通空调系统中,使暖通+自控无缝集成,智能化节能运行,保障项目的实施效果。 展开更多
关键词 超高效 中央空调系统 M-BMS多智能自适应节能控制系统
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Embedded integrated servo-controllers for intelligent modular actuators 被引量:1
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作者 陈伟海 Yu Shouqian Wang Jianhua Kou Jinqiao 《High Technology Letters》 EI CAS 2006年第1期37-41,共5页
This paper focuses on the development of an embedded integrated servo-controller (EISC) for servomotors. Comprising of mainly servo-controller and servo-amplifiers, this EISC is capable of controlling a wide range o... This paper focuses on the development of an embedded integrated servo-controller (EISC) for servomotors. Comprising of mainly servo-controller and servo-amplifiers, this EISC is capable of controlling a wide range of servomotors to perform complieated tasks. Hence, integration of this EISC with a servomotor forms an intelligent modular actuator (IMA) that is essential to modern manufacturing industries. The development of such an EISC involves two major tasks: first, designing the hardware of a compact-sized and highly compatible EISC, and second, developing the software functions to facilitate its functionalities and capahilities. The developed EISC hence forms an integrated-servo-eontrol module, which determines the capability, functionality, flexibility and responsiveness of these IMAs. 展开更多
关键词 modular actuatorembedded integrated controller intelligent actuator modular actuatorem
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Smart Grids with Intelligent Periphery:An Architecture for the Energy Internet 被引量:24
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作者 Felix F.Wu Pravin P.Varaiya Ron S.Y.Hui 《Engineering》 SCIE EI 2015年第4期436-446,共11页
A future smart grid must fulfill the vision of the Energy Internet in which millions of people produce their own energy from renewables in their homes, offices, and factories and share it with each other. Electric veh... A future smart grid must fulfill the vision of the Energy Internet in which millions of people produce their own energy from renewables in their homes, offices, and factories and share it with each other. Electric vehicles and local energy storage will be widely deployed. Internet technology will be utilized to transform the power grid into an energysharing inter-grid. To prepare for the future, a smart grid with intelligent periphery, or smart GRIP, is proposed. The building blocks of GRIP architecture are called clusters and include an energy-management system (EMS)-controlled transmission grid in the core and distribution grids, micro-grids, and smart buildings and homes on the periphery; all of which are hierarchically structured. The layered architecture of GRIP allows a seamless transition from the present to the future and plug-and-play interoperability. The basic functions of a cluster consist of (1) dispatch, (2) smoothing, and (3) mitigation. A risk-limiting dispatch methodology is presented; a new device, called the electric spring, is developed for smoothing out fluctuations in periphery clusters; and means to mitigate failures are discussed. 展开更多
关键词 smart grid future grid Energy Internet energy- management system integrating renewables power system operation power system control distribution automation systems demand-side management
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Research on Intelligent Positioning Bed of Body Gamma Knife Based on Sensor
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作者 YU Hui ZHANG Jian-hua 《Chinese Journal of Biomedical Engineering(English Edition)》 2012年第1期35-43,共9页
This paper introduces a design to improve the radiotherapy accuracy of gamma knife. In this design, sensor is used to collect respiratory parameters and tumor displacement (caused by human respiration) model is establ... This paper introduces a design to improve the radiotherapy accuracy of gamma knife. In this design, sensor is used to collect respiratory parameters and tumor displacement (caused by human respiration) model is established through optimization modeling. At the same time, data are transferred to single chip microcomputer (SCM) system by pressure sensor and then stepping motor is controlled by SCM. Finally, the intelligent positioning bed is under the control of stepping motor. As a result, the intelligent positioning bed can move reverse to respiratory law. The experimental results showed that this method can reduce the influence of respiration on tumor displacement, improving the accuracy of intelligent positioning bed with simple circuit and low cost at the same time. 展开更多
关键词 intelligent positioning bed BFGS optimization modeling SENSOR stepping motor single chip microcomputer (SCM)
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用于应急的移动储能系统集群协同控制综述 被引量:22
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作者 李建林 方知进 +1 位作者 李雅欣 曾伟 《电力建设》 CSCD 北大核心 2022年第3期75-82,共8页
在"双碳"政策的加持下,储能行业发展迅猛,移动储能系统作为一种新兴结构在应急场景和快速响应场景中应用前景广阔。合理的集群协同控制是实现移动储能系统智能化、灵活调控的关键。该文首先结合应急场景特性对移动储能的发展... 在"双碳"政策的加持下,储能行业发展迅猛,移动储能系统作为一种新兴结构在应急场景和快速响应场景中应用前景广阔。合理的集群协同控制是实现移动储能系统智能化、灵活调控的关键。该文首先结合应急场景特性对移动储能的发展历程与应用现状进行了梳理;其次,对移动储能系统的模型、结构进行了分析;然后,对移动储能系统协同控制研究现状进行了总结,并分析了基于多智能体控制的移动储能集群与多电力主体协同控制的可行性;最后,总结了移动储能系统集群协同控制的优势,并提出相应建议,为移动储能方案的实施提供借鉴和参考。 展开更多
关键词 移动储能系统 集群协同控制 多电力主 智能体控制 可行性分析
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集群组合式柔性无人机:创新、机遇及技术挑战 被引量:9
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作者 杨延平 张子健 +2 位作者 应培 焦俊 马晓平 《飞行力学》 CSCD 北大核心 2021年第2期1-9,15,共10页
无人机集群是目前飞行器领域研究的前沿方向,基于对无人飞行器的集群化发展趋势和新技术特征分析,聚焦综述了一种结构创新型的组合式柔性无人飞行器。从集群特征出发,阐述了组合式柔性无人机的概念、特点、研究现状、优势及应用设想。... 无人机集群是目前飞行器领域研究的前沿方向,基于对无人飞行器的集群化发展趋势和新技术特征分析,聚焦综述了一种结构创新型的组合式柔性无人飞行器。从集群特征出发,阐述了组合式柔性无人机的概念、特点、研究现状、优势及应用设想。面向结构新型智能组合体的研究难点,从总体、气动、结构、能源、控制及通信等方面梳理并分析了组合式柔性无人机发展中亟待解决的关键技术。 展开更多
关键词 组合式柔性飞行器 紧密编队 协同决策控制 协作通信 智能体控制
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Distributed coordination in multi-agent systems: a graph Laplacian perspective 被引量:6
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作者 Zhi-min HAN Zhi-yun LIN +1 位作者 Min-yue FU Zhi-yong CHEN 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2015年第6期429-448,共20页
This paper reviews some main results and progress in distributed multi-agent coordination from a graph Laplacian perspective. Distributed multi-agent coordination has been a very active subject studied extensively by ... This paper reviews some main results and progress in distributed multi-agent coordination from a graph Laplacian perspective. Distributed multi-agent coordination has been a very active subject studied extensively by the systems and control community in last decades, including distributed consensus, formation control, sensor localization, distributed optimization, etc. The aim of this paper is to provide both a comprehensive survey of existing literature in distributed multi-agent coordination and a new perspective in terms of graph Laplacian to categorize the fundamental mechanisms for distributed coordination. For different types of graph Laplacians, we summarize their inherent coordination features and specific research issues. This paper also highlights several promising research directions along with some open problems that are deemed important for future study. 展开更多
关键词 Multi-agent systems Distributed coordination Graph Laplacian
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CONSENSUS CONTROL DESIGN FOR MULTI-AGENT SYSTEMS USING RELATIVE OUTPUT FEEDBACK 被引量:1
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作者 WANG Jinhuan LIU Zhixin HU Xiaoming 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2014年第2期237-251,共15页
This paper studies the consensus problem of multi-agent systems in which all agents are modeled by a general linear system. The authors consider the case where only the relative output feedback between the neighboring... This paper studies the consensus problem of multi-agent systems in which all agents are modeled by a general linear system. The authors consider the case where only the relative output feedback between the neighboring agents can be measured. To solve the consensus problem, the authors first construct a static relative output feedback control under some mild constraints on the system model. Then the authors use an observer based approach to design a dynamic relative output feedback control. If the adjacent graph of the system is undirected and connected or directed with a spanning tree, with the proposed control laws, the consensus can be achieved. The authors note that with the observer based approach, some information exchange between the agents is needed unless the associated adjacent graph is completely connected. 展开更多
关键词 CONSENSUS decentralized control multi-agent systems observer.
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New advances in complex motion control for single robot systems and multi-agent systems 被引量:2
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作者 FANG Hao LU Shao Lei CHEN Jie 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2016年第12期1963-1964,共2页
CHEN Jie,email:chenjie@bit.edu.cn
关键词 robot advances email cooperation simplified decomposed scenarios classic climbing obstacles
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