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Drift-free localisation using prior cross-source map for indoor low-light environments

IET Cyber-systems and Robotics 2023年第1期5卷 122-131页

作者： Junyi Tao Weichen Dai Da Kong Jiayan Wan Bin He Yu Zhang State Key Laboratory of Industrial Control Technology College of Control Science and EngineeringZhejiang UniversityHangzhouChina School of Computer Science Hangzhou Dianzi UniversityHangzhouChina Key Laboratory of Collaborative Sensing and Autonomous Unmanned Systems of Zhejiang Province HangzhouChina

In this study,a localisation system without cumulative errors is ***,depth odometry is achieved only by using the depth information from the depth *** the point cloud cross-source map registration is realised by 3D particle filtering to obtain the pose of the point cloud relative to the ***,we fuse the odometry results with the point cloud to map registration results,so the system can operate effectively even if the map is *** effectiveness of the system for long-term localisation,localisation in the incomplete map,and localisation in low light through multiple experiments on the self-recorded dataset is *** with other methods,the results are better than theirs and achieve high indoor localisation accuracy.

关键词： indoor positioning robots

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Discrete Time-Varying Four Fundamental Operations Implemented by Euler Forward Difference 36

Discrete Time-Varying Four Fundamental Operations Implemente...

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第36届中国控制会议

作者： Yunong Zhang Huihui Gong Jian Li Binbin Qiu Min Yang School of Information Science and Technology Sun Yat-sen University Key Laboratory of Autonomous Systems and Networked Control Ministry of Education

ISBN: (纸本)9781538629185

Time-varying problems are widely encountered in various engineering fields,such as signal processing,construction monitoring,and ***,traditional arithmetics intrinsically aim at time-invariant problems *** running on relatively low-speed processing units,traditional arithmetics may generate quite large and unacceptable lagging *** this paper,the problems of discrete time-varying four fundamental operations(TVFFO) are *** order to eliminate the lagging errors,based on Zhang dynamics(ZD) and Euler forward difference(EFD) formula,discrete computing models,which are named Euler-implemented discrete ZD(EIDZD) models,are proposed and *** that the EIDZD models are with an error pattern 0(g),where g denotes the sampling ***,illustrative numerical experiments of EIDZD models are also conducted,which show the high accuracy of EIDZD models.

关键词： Time-varying four fundamental operations（TVFFO） Zhang dynamics（ZD） Continuous time-varying models Euler forward difference（EFD） Euler-implemented discrete ZD（EIDZD） models Numerical experiments

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control of 2-D Semi-Markov Jump systems:A View from Mode Generation Mechanism

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IEEE/CAA Journal of Automatica Sinica 2024年第1期11卷 258-260页

作者： Yunzhe Men Jian Sun Jie Chen the National Key Laboratory of Autonomous Intelligent Unmanned Systems the School of AutomationBeijing Institute of TechnologyBeijing 100081 the Beijing Institute of Technology Chongqing Innovation Center Chongqing 401120China the Department of Control Science and Engineering Tongji UniversityShanghai 201804 the National Key Laboratory of Autonomous Intelligent Unmanned Systems Beijing Institute of TechnologyBeijing 100081China

Dear Editor,Two-dimensional(2-D) systems have wide applications in image data processing,gas absorption and fluid dynamics analysis [1]-[3].When there exist abrupt changes in 2-D systems,they are usually modeled by 2-D Markov jump systems(MJSs) or 2-D semi-Markov jump systems(SMJSs).This letter investigates the control of 2-D SMJSs based on a novel mode generation mechanism,which could avoid mode ambiguousness phenomenon caused by the evolution of system mode in two different *** criterion that guarantees the almost surely exponential stability of the system is obtained.A thermal process is studied to demonstrate the availability of the proposed method.

关键词： Markov mode system

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ADRC for Nonlinear Time-Variant systems with Unknown orders 35

ADRC for Nonlinear Time-Variant Systems with Unknown orders

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第35届中国控制会议

作者： LI Xiangyang AI Wei TIAN Senping Key Laboratory of Autonomous Systems and Networked Control Ministry of EducationSchool of Automation Science and EngineeringSouth China University of Technology

ISBN: (纸本)9781509009107

Active disturbance rejection control(ADRC) shows much promise in obtaining consistent response in an industrial control system full of *** traditional applications of ADRC,the system's order is *** paper concerns with the capability of ADRC for nonlinear time-variant systems with unknown *** controlled system's local model whose order is set according to the controller is introduced to make ADRC ***,an extend state filter(ESF) is added to the proposed ADRC to attain smoother control *** proposed ADRC based on local model is validated in simulation for a nonlinear,time-varying system with unknown order and uncertainties.

关键词： ADRC local model extended state observer nonlinear time-variant system unknown order data-driven control

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Robust controller Design for BTT Missile Equipped with Grid Fin 35

Robust Controller Design for BTT Missile Equipped with Grid ...

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第35届中国控制会议

作者： XU Zhaoqing PEI Hailong College of Automation Science and Engineering Key Laboratory of Autonomous Systems and Networked Control Ministry of EducationSouth China University of Technology

ISBN: (纸本)9781509009107

The robust controller is designed for certain BTT missile which is equipped with grid fin. In order to design the controller of BTT missile, the aerodynamic force of grid fin is analyzed when the grid fin rotates in flying, then the aerodynamic force and aerodynamic moment along with movement equations are linearized based on the small perturbation linear theory, the beginning state of the cruise is chosen as the feature point, and then the dynamical coefficient are calculated, then the longitudinal and lateral perturbation equations are established. The dynamic responses of each motion deviation under the longitudinal and lateral free disturbance are obtained through solving the perturbation equations. The transfer functions and the dynamic responses under the step deflection of grid fin are derived, then the dynamic characteristics of the missile can be obtained. The results indicate that the grid fin can provide favorable stability. The H controller of pitch and lateral bank channels are designed based on dynamic characteristics analysis, the simulation results indicate that the system dynamic performance can satisfy the requirement, and H controller has a fine robustness for the parametric variation.

关键词： BTT missile H control dynamic characteristics grid fin

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Competitive Meta-Learning

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IEEE/CAA Journal of Automatica Sinica 2023年第9期10卷 1902-1904页

作者： Boxi Weng Jian Sun Gao Huang Fang Deng Gang Wang Jie Chen National Key Laboratory of Autonomous Intelligent Unmanned Systems Beijing Institute of TechnologyBeijing 100081 Beijing Institute of Technology Chongqing Innovation Center Chongqing 401120China School of Automation Tsinghua UniversityBeijing 100084China Department of Control Science and Engineering Tongji UniversityShanghai 201804 National Key Laboratory of Autonomous Intelligent Unmanned Systems Beijing Institute of TechnologyBeijing 100081China IEEE

Dear Editor,This letter is concerned with developing meta-learning models for fast,stable,and effective few-shot learning across tasks over a few training ***,deep and reinforcement learning(RL)is widely used in auton... 详细信息

关键词： robot autonomous concerned

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A teaching quality evaluation framework for blended classroom modes with multi-domain heterogeneous data integration

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Expert systems with Applications 2025年 289卷

作者： Yu Zhou Sai Zou Minghui Liwang Yanglong Sun Wei Ni The State Key Laboratory of Public Big Data College of Big Data and Information Engineering Guizhou University Guiyang Guizhou 550000 China Department of Control Science and Engineering the National Key Laboratory of Autonomous Intelligent Unmanned Systems Shanghai 200433 China Frontiers Science Center for Intelligent Autonomous Systems Ministry of Education Tongji University Shanghai 200433 China Navigation College Jimei University Xiamen Fujian 361021 China Data61 CSIRO Sydney Australia

The blended teaching model, combining online and traditional classroom education, has become a normalized instructional approach in the artificial intelligence (AI) era. However, effectively integrating diverse educational data, accurately evaluating student learning, and providing personalized teaching recommendations remain key challenges. To address these, this study develops an AI-driven framework for evaluating teaching quality in blended classrooms. The framework aggregates multi-source educational data from both physical and digital learning environments, enabling a comprehensive assessment of student progress. Based on the evaluation outcomes, it leverages AI to generate personalized teaching strategies aligned with each student’s learning profile. Applied on a large scale in Western China, this framework has demonstrated significant improvements in teaching quality and efficiency. By bridging educational theory and AI-driven applications, this study offers a scalable model for enhancing personalized learning experiences in global digital education.

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Finite-time control for a class of hybrid systems via quantized intermittent control

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Science China(Information Sciences) 2020年第9期63卷 140-155页

作者： Xiaolin XIONG Xinsong YANG Jinde CAO Rongqiang TANG Cunjin College Guangdong Ocean University School of Mathematical Sciences Chongqing Normal University Key Laboratory of Optimization and Control Ministry of Education School of Mathematics and Research Center for Complex Systems and Network SciencesSoutheast University

This paper considers the finite-time drive-response synchronization of stochastic nonlinear systems consisting of continuous-time and discrete-time subsystems. To save communication resources and reduce control cost, quantized controllers, which only work on continuous-time intervals, are designed. Owing to the hybrid characteristics of continuous-and discrete-time subsystems, existing finite-time stability theorems are not applicable. By developing novel analytical techniques, three criteria are derived to guarantee the finite-time synchronization. Moreover, the settling time is explicitly estimated. It is shown that the settling time is dependent not only on the control gains and systems’ initial conditions, but also on the control width and uncontrolled width. Numerical examples demonstrate the effectiveness of the theoretical analysis.

关键词： hybrid system finite-time synchronization quantized intermittent control stochastic perturbation

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Anti-windup-based Dynamic controller Synthesis for Lipschitz systems under Actuator Saturation

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IEEE/CAA Journal of Automatica Sinica 2015年第4期2卷 358-365页

作者： Naizhou Wang Hailong Pei Yong Tang Key Laboratory of Autonomous Systems and Networked Control Ministry of EducationSouth China University of Technology Key Laboratory of Surface Functional Structure Manufacturing of Guangdong Higher Education Institutes School of Mechanical and Automotive EngineeringSouth China University of Technology

This paper presents a new method for simultaneous synthesis of dynamic controller and static anti-windup compensator for saturated Lipschitz systems. Thanks to the reformulated Lipschitz property, the Lipschitz systems can be transformed into LPV (linear parameter-varying) systems whose system matrices are affine in a parameter matrix. Based on the modified sector condition dealing with saturation nonlinearity, the design of a nonlinear anti-windup-based controller leads to the solvability of a set of bilinear matrix inequalities (BMI) on the vertices of a bounded convex set which can be solved by the so-called iterative linear matrix inequality (ILMI) algorithm. A numerical example is presented to illustrate the effectiveness of the proposed method. © 2014 Chinese Association of Automation.

关键词： controllers Iterative methods Linear algebra Matrix algebra Numerical methods Set theory Synthesis (chemical)

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Research on Indoor Robot SLAM of RBPF Improved with Geometrical Characteristic Localization 29

Research on Indoor Robot SLAM of RBPF Improved with Geometri...

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第29届中国控制与决策会议

作者： Liu Fuchun Chen Yifeng Li Yunze College of Automation Science and Engineering the Key Laboratory of Autonomous Systems and Networked Control(ASNC)Ministry of EducationSouth China University of Technology

ISBN: (纸本)9781509046584

LIDAR and odometer are used as the main sensors in this paper, with the two-wheeled self-balancing robot as the research and experiment platform, this topic has researched the way to SLAM when the robot is in unfamiliar environment with uncertain position and orientation. On the issue of setting the dynamic threshold value to zone the LIDAR scanning points in the process of constructing the geometry map, with the consideration of the character of RPLIDAR which is used in our research, this paper has analyzed and proposed the specific dynamic threshold values, which make the zoning of LIDAR scanning points more reasonable. In order to improve the robustness of SLAM, we have used regular particle filter(RPF) as the location algorithm. In order to solve the problem of unable to add auxiliary information under the traditional MCL framework, we have taken full use of the high accuracy character of the geometry matching and locating, and have used the result of it to improve the importance density function of RPF. Based on the idea of Rao-Blackwellization, the improved RBPF-SLAM has been proposed. The validity and feasibility of the improved RBPF-SLAM have been proved with simulations and experiments.

关键词： Simultaneous Localization and Mapping LIDAR robot particle filter

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