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33rd Youth Academic Annual Conference of Chinese Association of Automation, YAC 2018

作者： Zhang, Lingling Zhang, Ya School of Automation Southeast University Key Laboratory of Measurement and Control of Complex Systems Ministry of Education Nanjing China

ISBN: (纸本)9781538672556

This paper studies the distributed sensor activation and target tracking problem for wireless sensor networks with limited sensing range. A novel approach based on a fully distributed event-triggered sensor activation strategy and a fully distributed Kalman filtering algorithm is proposed. The node's detection activation strategy is designed based on an event-triggered mechanism to autonomously determine whether to detect the target or not such that each node achieves better trade-offs between tracking error and energy saving. The consensus Kalman filtering algorithm is based on the minimum trace principal. It is proved that the proposed distributed Kalman filtering algorithm with the event-triggered sensor activation strategy has better composite performance than the full-triggered scheme. And a necessary and sufficient condition for the stability of the proposed distributed target tracking algorithm is also given. A simulation example is given to illustrate the theoretic results. © 2018 IEEE.

关键词： Chemical activation

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Fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control

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Science China(Information Sciences) 2023年第5期66卷 182-195页

作者： Xiaofang HU Leimin WANG Chuan-Ke ZHANG Xiongbo WAN Yong HE School of Automation China University of Geosciences Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems Engineering Research Center of Intelligent Technology for Geo-Exploration Ministry of Education

This paper focuses on the challenge of fixed-time control for spatiotemporal neural networks(SNNs) with discontinuous activations and time-varying coefficients. A novel fixed-time convergence lemma is proposed, which facilitates the handling of time-varying coefficients of SNNs and relaxes the restriction on the non-positive definiteness of the derivative of the Lyapunov function. Besides, a more flexible and economical aperiodically switching control technique is presented to stabilize SNNs within a fixed time,efectively reducing the amount of information transmission and control costs. Under the newly established fixed-time convergence lemma and aperiodically switching controller, many more general algebraic conditions are deduced to ensure the fixed-time stabilization of SNNs. Numerical examples are provided to manifest the validity of the results.

关键词： spatiotemporal neural networks discontinuous activations time-varying coefficients fixed-time stabilization aperiodically switching control

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Off-policy integral reinforcement learning optimal tracking control for continuous-time chaotic systems

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Chinese Physics B 2015年第9期24卷 147-152页

作者：魏庆来宋睿卓孙秋野肖文栋 The State Key Laboratory of Management and Control for Complex Systems Institute of AutomationChinese Academy of Sciences School of Automation and Electrical Engineering University of Science and TechnologyBeijing School of Information Science and Engineering Northeastern University

This paper estimates an off-policy integral reinforcement learning（IRL） algorithm to obtain the optimal tracking control of unknown chaotic systems. Off-policy IRL can learn the solution of the HJB equation from the system data generated by an arbitrary control. Moreover, off-policy IRL can be regarded as a direct learning method, which avoids the identification of system dynamics. In this paper, the performance index function is first given based on the system tracking error and control error. For solving the Hamilton–Jacobi–Bellman（HJB） equation, an off-policy IRL algorithm is *** is proven that the iterative control makes the tracking error system asymptotically stable, and the iterative performance index function is convergent. Simulation study demonstrates the effectiveness of the developed tracking control method.

关键词： adaptive dynamic programming approximate dynamic programming chaotic system optimal tracking control

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Energy efficient target tracking algorithm using cooperative sensors

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Journal of systems engineering and Electronics 2012年第5期23卷 640-648页

作者： Chun Zhang Shumin Fei School of Automation Southeast UniversityNanjing 210096P.R.China Key Laboratory of Measurement and Control of Complex Systems of Engineering Ministry of EducationSoutheast UniversityNanjing 210096P.R.China

Target tracking is one of the applications of wireless sensor networks（WSNs）.It is assumed that each sensor has a limited range for detecting the presence of the object,and the network is sufficiently dense so that the sensors can cover the area of *** to the limited battery resources of sensors,there is a tradeoff between the energy consumption and tracking *** solve this problem,this paper proposes an energy efficient tracking *** on the cooperation of dispatchers,sensors in the area are scheduled to switch their working mode to track the *** energy consumed in active mode is higher than that in monitoring or sleeping mode,for each sampling interval,a minimum set of sensors is woken up based on the select ***,other sensors keep in sleeping *** analysis and simulation results show that the proposed algorithm provides a better performance than other existing approaches.

关键词： target tracking wireless sensor network energy consumption tracking accuracy

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GROUP CONSENSUS FOR MULTIPLE NETWORKED EULER-LAGRANGE systems WITH PARAMETRIC UNCERTAINTIES

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Journal of systems Science & complexity 2014年第4期27卷 632-649页

作者： HU Hongxiang ZHANG Zhe YU Li YU Wenwu XIE Guangming Department of Mathematics Hangzhou Dianzi University Zhejiang Provincial United Key Laboratory of Embedded Systems Department of AutomationZhejiang University of Technology Department of Mathematics Southeast University School of Electrical and Computer Engineering RMIT University Faculty of Engineering King Abdulaziz University Center for Systems and Control State Key Laboratory of Turbulence and Complex SystemsCollege of EngineeringPeking University

In this paper,a group consensus problem is investigated for multiple networked agents with parametric uncertainties where all the agents are governed by the Euler-Lagrange system with uncertain *** the group consensus problem,the agents asymptotically reach several different states rather than one consistent state.A novel group consensus protocol and a time-varying estimator of the uncertain parameters are proposed for each agent in order to solve the couple-group consensus *** is shown that the group consensus is reachable even when the system contains the uncertain ***,the multi-group consensus is discussed as an extension of the couple-group consensus,and then the group consensus with switching topology is *** results are finally provided to validate the effectiveness of the theoretical analysis.

关键词： Euler-Lagrange system group consensus multi-agent systems switching topologies.

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Distributed Finite-Time Anti-Disturbance Secondary Voltage Regulation for Islanded Alternating-Current Microgrids 41

Distributed Finite-Time Anti-Disturbance Secondary Voltage R...

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第41届中国控制会议

作者： Xuechao Qiu Guanjun Li Xiangyu Wang School of Automation Southeast Universityand Key Laboratory of Measurement and Control of Complex Systems of EngineeringMinistry of Education China Electric Power Research Institude Company Ltd.

ISBN: (数字)9789887581536

ISBN: (纸本)9781665482561

In this paper,a distributed finite-time anti-disturbance secondary voltage regulation problem is investigated for islanded alternating-current(AC) microgrids with unmeasurable states and *** combining the integral-type nonsingular terminal sliding-mode control and finite-time extended-state observer technique together,distributed finite-time anti-disturbance secondary voltage regulation protocols are *** order to estimate the unmeasurable states and disturbances,some finite-time extended-state observers are constructed at ***,according to the estimates of disturbances and unmeasurable states,some integral-type nonsingular terminal sliding-mode surfaces are designed for the ***,secondary voltage regulation protocols are proposed based on the *** the islanded AC microgrid system,these protocols achieve the output voltage consensus in finite *** demonstrate the effectiveness of the proposed secondary voltage regulation protocols.

关键词： Islanded Alternating-Current Microgrids Disturbance Rejection control Secondary Voltage Regulation Output-Feedback control

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Clique-based Cooperative Multiagent Reinforcement Learning Using Factor Graphs

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IEEE/CAA Journal of Automatica Sinica 2014年第3期1卷 248-256页

作者： Zhen Zhang Dongbin Zhao the State Key Laboratory of Management and Control for Complex Systems Institute of AutomationChinese Academy of Sciences Department of Electric Engineering College of Automation EngineeringQingdao University

In this paper,we propose a clique-based sparse reinforcement learning(RL) algorithm for solving cooperative *** aim is to accelerate the learning speed of the original sparse RL algorithm and to make it applicable for tasks decomposed in a more general ***,a transition function is estimated and used to update the Q-value function,which greatly reduces the learning ***,it is more reasonable to divide agents into cliques,each of which is only responsible for a specific *** this way,the global Q-value function is decomposed into the sum of several simpler local Q-value *** decomposition is expressed by a factor graph and exploited by the general maxplus algorithm to obtain the greedy joint *** results show that the proposed approach outperforms others with better performance.

关键词： Sensors Games Learning (artificial intelligence) Approximation algorithms Algorithm design and analysis Heuristic algorithms Sparse matrices

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Synchronization of complex dynamical networks via PI pinning control 35

Synchronization of complex dynamical networks via PI pinning...

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第35届中国控制会议

作者： Zhou Yingjiang Shen Jingjin Jiang Guoping Sun Changyin College of Automation Nanjing University of Posts and Telecommunications Key Laboratory of Measurement and Control of Complex Systems of Engineering Ministry of EducationSoutheast University School of Automation Southeast University

ISBN: (纸本)9781509009107

This paper studies the protocol of synchronization in complex dynamical networks via pinning control by using a new error variable *** control is used to stable the error system,which can force the complex dynamical networks to reach *** is found that if the disturbances satisfy some conditions,synchronization can be achieved by pinning the least number of *** are finally performed to illustrate the effectiveness of the theoretical results.

关键词： Synchronization complex dynamical networks pinning control PI control

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Stator flux oriented control with improved integrator for speed-sensorless induction motor drives

Stator flux oriented control with improved integrator for sp...

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2010 International Conference on E-Product E-Service and E-Entertainment, ICEEE2010

作者： Zhang, Hao Dai, Xianzhong Key Laboratory of Measurement and Control of Complex System of Engineering Ministry of Education Southeast University Nanjing China

ISBN: (纸本)9781424471614

This paper presents a speed-sensorless control algorithm for induction motors, based on the stator fluxoriented control. The algorithm has the advantage of insensitivity to rotor parameters and load varying, stator flux and rotor speed is closed loop controlled respectively. The main improvement is that stator flux is estimated based on a modified integrator which is developed to solve the problems associated with pure integrator. The performance of the proposed algorithm is verified using a dSPACE system with DS1103 controller board based on the digital signal processor (DSP) TMS320F240. The experimental results show the estimated speed is true of exactly actual speed and good behavior of the drive in both transient and steady state lowspeed operating conditions is proved. ©2010 IEEE.

关键词： Induction motors

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Spherical Formation Enclosing control for Second-Order Agents with An Unknown Target 36

Spherical Formation Enclosing Control for Second-Order Agent...

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第36届中国控制会议

作者： CHEN Yang-Yang DONG Yi LIN Tailai SUN Hao ZHA Junyu School of Automation Southeast University Key Laboratory of Measurement and Control of Complex Systems of Engineering Ministry of EducationSoutheast University School of Automation Nanjing University of Science and Technology

ISBN: (纸本)9781538629185

This paper deals with the cooperative control problem for second-order agents formation circling along meridian and parallel on a given sphere centered at a target of interest,where the direction of the target's movement is known to each agent but the target's speed is *** using local measurements of relative position,a novel distributed solution is proposed by separatively designing each agent's control input projected onto the spherical normal vector,the direction of spherical meridian and parallel.A second-order coordinated adaptive upgrade law is given to estimate the given target's speed by using adaptive backstepping and ***,a potential function is introduced to avoid the undefined angle coming from the trajectory between the poles of *** theoretical result is proved by the numerical simulation.

关键词： Spherical Formation Enclosing Coordinated Adaptive Estimation Potential Function

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