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10th International Conference on Power Electronics, Machines and Drives, PEMD 2020

作者： Sun, Yongping Yang, Ming Chen, Yangyang Ni, Qinan Xu, Dianguo State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

ISBN: (纸本)9781839535635

With the development of SoC technology, the integration of FPGA+ARM has become the development direction of SoC. For the characteristics of integrated multi-axis motion control and motor drive, this paper selects Xilinx ZYNQ-7020 system-on-chip (SOC) with integrated dual-core ARM CPU and FPGA as the hardware platform control chip, an arm core motor drive algorithm. Another ARM core completes the interactive function and motion control, and the FPGA to complete the multi-axis hardware current loop and improve the system bandwidth. The iterative learning control (ILC) technology is widely used in robots to reduce the trajectory error of robots performing repetitive tasks. Using P-type iterative learning ILC combined with feedback control, which can compensate for nonrepeating disturbance. Finally, analysis of experimental results shows that iterative learning control combined with feedback control can significantly improve tracking accuracy. © PEMD *** right reserved.

关键词： Two term control systems

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Comparative study of voltage source inverter nonlinearity compensation using different signal information for table look up in PMSM drives 10

Comparative study of voltage source inverter nonlinearity co...

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10th International Conference on Power Electronics, Machines and Drives, PEMD 2020

作者： Long, Jiang Yang, Ming Chen, Yangyang Ni, Qinan Xu, Dianguo State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

ISBN: (纸本)9781839535635

The inverter nonlinearity compensation has been studied by the researchers widely, however, due to the poor polarity detection ability of the discrete control system and unavoidable noises from current feedback, unideal compensation happens when the motor speed is low and the load is small. In order to tackle with this problem. This paper presents an inverter nonlinearity compensation method in permanent magnet synchronous motor (PMSM) drives. The overall process is achieved by voltage signal injection, the only requirements are stator resistance and the maximum current of a given motor. The corresponding voltage errors are saved in look up table (LUT) and being used together with field-oriented control (FOC). In addition, a comparative study when using phase current feedback, phase current reference and phase voltage reference for compensation voltages look-up in the already established LUT is conducted. A 750-W voltage-source inverter PMSM drive controlled by the FOC algorithm is used for experiment verification, the results show that the phase current reference is the most proper signal for compensation voltages look-up, especially around the current zero-crossing condition. The comparative study in this paper can be easily applied in the real industrial application with no hardware introduction and very little algorithm change. © PEMD *** right reserved.

关键词： Table lookup

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Enhanced Light-Harvesting Efficiency and Adaptation: A Review on Visible-Light-Driven Micro/Nanomotors

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Research 2020年第1期2020卷 1116-1140页

作者： Dekai Zhou Rencheng Zhuang Xiaocong Chang Longqiu Li Key Laboratory of Microsystems and Microstructures Manufacturing Harbin Institute of TechnologyHarbinHeilongjiang 150001China State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbinHeilongjiang 150001China

As visible light accounts for a larger proportion of solar energy and is harmless to living organisms,it has the potential to be the energy source of micro/nanomotors,which transform visible-light energy into mechanical motion,for different applications,especially in environmental ***,how to precisely control the motion of visible-light-driven micro/nanomotors(VLD-MNMs)and efficiently utilize the weak visible-light photon energy to acquire rapid motion are significant *** review summarizes the most critical aspects,involving photoactive materials,propulsion mechanisms,control methods,and applications of VLD-MNMs,and discusses strategies to systematically enhance the energyharvesting efficiency and *** first,the photoactive materials have been divided into inorganic and organic photoactive materials and comprehensively ***,different propulsion mechanisms of the current VLD-MNMs are presented to explain the improvement in the actuation force,speed,and environmental *** addition,considering the characteristics of easy control of VLD-MNMs,we summarized the direction,speed,and cluster control methods of VLD-MNMs for different application ***,the potential applications of VLD-MNMs,e.g.,in environmental remediation,micropumps,cargo delivery,and sensing in microscale,are ***,discussions and suggestions for future directions to enhance the energy-harvesting efficiency and adaptation of VLD-MNMs are provided.

关键词： visible harvesting utilize

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A RCDNet for outdoor unmanned sweeping vehicles based on graph convolutional network

A RCDNet for outdoor unmanned sweeping vehicles based on gra...

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第33届中国控制与决策会议

作者： Dianyong Yu Saiyingnan Bian Changan Hu Jieming Lou State Key Laboratory of Robotics and System Harbin Institute of Technology

This paper proposes a graph convolutional network for road curb point detection(RCDNet) which converts road curb point detection into a point cloud segmentation *** input of the network comes from the point cloud below the segmented road ***,the point cloud enters a permutation network to ensure that the spatial permutability of the point cloud remains *** a neighbor number k is given,and k neighbor points of each point are calculated through the xyz attribute of the point *** k neighbor points used as the local features of the point are fused with the xyz attributes of the point to construct the edge *** convolving the edge features to extract higher-level point cloud spatial *** this method of fusion of local features and global features,more local information of the point cloud can be obtained,so that the network can segment the three-dimensional point cloud with higher accuracy.

关键词： Graph convolution Point cloud Local features RCDNet

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Dynamic Visual SLAM Based on Semantic Information and Multi-View Geometry 5

Dynamic Visual SLAM Based on Semantic Information and Multi-...

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5th International Conference on Automation, Control and robotics Engineering, CACRE 2020

作者： Shi, Junyi Zha, Fusheng Guo, Wei Wang, Pengfei Li, Mantian Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China

ISBN: (纸本)9781728198880

Visual Simultaneous Localization and Mapping (Visual SLAM) is considered to be one of the important foundations for mobile robots to move toward intelligence, which gives robots the ability to autonomously locate and construct maps in an unknown environment. In the past decades, great progress has been made in the field of visual SLAM, relatively mature algorithm system and program architecture are gradually developed. However, the current researches on visual SLAM mostly assume that the surrounding environment is static, which greatly limits the application of SLAM systems in real world. Aiming at the urgent need of mobile robots for precise localization and map construction in dynamic environment, methods are proposed in this paper. Image semantic segmentation based on deep learning and multi-view geometry methods are combined to recognize and segment moving objects. Only background features are used for camera tracking to avoid the impact of moving objects. Furthermore, an experimental platform is built using RGB-D camera and motion capture device, the effectiveness of the algorithm is verified by public datasets and real scene data. © 2020 IEEE.

关键词： Semantics

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A Kind of Kinematics Modeling of 2 DOFs Notched Continuum Manipulator 7

A Kind of Kinematics Modeling of 2 DOFs Notched Continuum Ma...

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7th International Conference on Information Science and Control Engineering, ICISCE 2020

作者： Wang, Xiaolong Yan, Zhiyuan Wang, Haodong Gao, Yongzhuo Du, Zhijiang Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China

ISBN: (纸本)9781728164069

It's difficult for traditional rigid manipulators to complete relevant operations in the single port laparoscopic. The notched continuum manipulator owns the features of flexibility and biocompatibility which can make it possible applied in the single port laparoscopic. A kinematics modeling similar to the constant-curvature approximations is proposed in this paper. It can be utilized to describe the mapping relationship between the length change value of two driven wires and the end position. This method simplifies the complexity of kinematic modeling. And it makes the control method of the continuum manipulator easier to achieve as well. The accuracy of the model has been verified by the prototype. © 2020 IEEE.

关键词： Manipulators

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SplatPose: Geometry-Aware 6-DoF Pose Estimation from Single RGB Image via 3D Gaussian Splatting

arXiv

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arXiv 2025年

作者： Yang, Linqi Zhao, Xiongwei Sun, Qihao Wang, Ke Chen, Ao Kang, Peng State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin150006 China Zhengzhou Research Institute Harbin Institute of Technology Zhengzhou450000 China Shenzhen518071 China Jianghuai Advance Technology Center Hefei230000 China

6-DoF pose estimation is a fundamental task in computer vision with wide-ranging applications in augmented reality and robotics. Existing single RGB-based methods often compromise accuracy due to their reliance on initial pose estimates and susceptibility to rotational ambiguity, while approaches requiring depth sensors or multi-view setups incur significant deployment costs. To address these limitations, we introduce SplatPose, a novel framework that synergizes 3D Gaussian Splatting (3DGS) with a dual-branch neural architecture to achieve high-precision pose estimation using only a single RGB image. Central to our approach is the Dual-Attention Ray Scoring Network (DARS-Net), which innovatively decouples positional and angular alignment through geometry-domain attention mechanisms, explicitly modeling directional dependencies to mitigate rotational ambiguity. Additionally, a coarse-to-fine optimization pipeline progressively refines pose estimates by aligning dense 2D features between query images and 3DGS-synthesized views, effectively correcting feature misalignment and depth errors from sparse ray sampling. Experiments on three benchmark datasets demonstrate that SplatPose achieves state-of-the-art 6-DoF pose estimation accuracy in single RGB settings, rivaling approaches that depend on depth or multi-view images. Copyright © 2025, The Authors. All rights reserved.

关键词： Gaussian distribution

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A novel cross-scale nanopositioning stage based on dual piezoelectric stick-slip actuation with a shared flexible hinge

A novel cross-scale nanopositioning stage based on dual piez...

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International Conference on Manipulation, Automation and robotics at Small Scales (MARSS)

作者： Siyuan Meng Junhui Zhu Yong Wang Luoning Shi Jia Yu Dongmei Wu Wei Dong Changhai Ru State Key Laboratory of Ro-botics and System Harbin Institute of Technology Harbin China School of Electronic and Infor-mation Engineering Suzhou University of Science and Technology Suzhou China Micro-Nano Automation Institute JITRI Suzhou China State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China School of Electronic and Information Engineering Suzhou University of Science and Technology Suzhou China

ISBN: (数字)9798350376807

ISBN: (纸本)9798350376814

This paper presents a novel cross-scale nanopositioning stage that integrates the advantages of piezoelectric stick-slip positioners and piezoelectric scanners, utilizing the concept of macro-micro positioning. Initially, a unique structural design featuring a single flexible hinge shared by a small and a large PZT is proposed to reduce the stage's size effectively, enabling millimeter-scale strokes with nanometer-scale positioning accuracy. Subsequently, the cross-scale motion generation mechanism of the dual piezoelectric stick-slip drive is investigated, leading to the development of a system-level dynamics model for the proposed positioning stages. The mechanism design is further optimized to enhance performance. A prototype is manufactured, and a series of experiments are conducted to evaluate the stage's performance. Results indicate that the proposed positioning stage achieves a maximum motion range of 20 mm and a minimum step length of 70 nm in small piezoceramic macro-motion stepping mode, along with a maximum scanning range of 4.9 μm and a motion resolution of 16 nm in large pie-zoceramic micro-motion scanning mode. Moreover, the compact structure of the stage (30×17×8 mm 3 ) supports a maximum motion speed of 10 mm/s and a maximum load of 2 kg. Experi-mental validation confirms the feasibility of the proposed stage, demonstrating nanometer positioning resolution, high accuracy, high speed, and large travel range. These attributes highlight the significant potential of the proposed stage in various in-situ SEM nanorobotic instrument systems.

关键词： Accuracy Automation Nanopositioning Instruments Dynamics Prototypes Mechanism design

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Influences of the ambient humidity and temperature on the material removal and wear behaviors on the soft-brittle KDP optics lithographed by the AFM probes

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Wear 2025年 571卷

作者： Chen, Guang Cheng, Jian Zhao, Linjie Chen, Mingjun Ding, Wenyu Lei, Hongqin Liu, Qi State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin150001 China Zhengzhou Research Institute Harbin Institute of Technology Zhengzhou450000 China Centre for Precision Manufacturing DMEM University of Strathclyde GlasgowG1 1XJ United Kingdom

KDP (K2HPO4) crystals possess excellent nonlinear electro-optical properties and are often employed as Pockels cells and frequency converters. Ink-free DPN (IF-DPN) provides a promising method to lithograph surface nano-patterns in KDP optics to improve their laser damage resistances. However, material removal and wear behaviors are greatly affected by humidity and temperature. In this work, theoretical analyses at atomic- and electronic-scales are performed based on molecular dynamics and ab initio to study lithography behaviors (indentation and scratching) for IF-DPN. Lithography experiments with different humidity and temperatures are also executed on KDP substrate, which align well with theoretical results. During indentation processes, surface materials are squeezed into substrate, leading to deep subsurface damages and significant material recoveries. While the scratching processes would cause intense surface material stripping, and sharp-edge of AFM probe facilitates this process. Numerous K-related chemical structure defects would emerge during the lithography processes, which is the predisposition of microstructure change inside KDP crystal. The binding processes of AFM probe, water, and KDP crystal are spontaneous exothermic reactions. Bonding reactions of Si-O, Si-H, and O-H covalent bonds would expedite the wear of AFM probe and KDP crystal. The humidity affects lithography behaviors mainly through chemical dissolution actions, reducing surface integrity and structural strength of KDP crystal and facilitating material stripping. The high humidity would intensify the hydroxylation reaction occurring on AFM probe and KDP crystal surfaces, enhancing their hydrophilicity. The high temperature would result in a reduction of the condensed water meniscus and adsorbed water film, weakening chemical actions of IF-DPN. But it is beneficial for the penetration of AFM probe into KDP crystal surface, material stripping, and minimization of subsurface damages. The hig

关键词： Molecular dynamics

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Practical Applicability of PLA for Industrial Wireless Networks: Gaps and Directions

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IEEE Network 2025年

作者： Liang, Wei Wei, Fuyou Wang, Qi Zhan, Ming Wang, Ke Chinese Academy of Sciences State Key Laboratory of Robotics Shenyang Institute of Automation Shenyang110016 China Chinese Academy of Sciences Key Laboratory of Networked Control System Shenyang Institute of Automation Shenyang110016 China Chinese Academy of Sciences Institutes for Robotics and Intelligent Manufacturing Shenyang110169 China University of Chinese Academy of Sciences Beijing100049 China Shandong Normal University Jinan250014 China Taizhou University School of Electronics and Information Engineering Zhejiang Taizhou China

The rapid transformation of Industrial Cyber-Physical system (ICPS) has introduced significant cyber security challenges, particularly in the context of ICPS. Wireless networks are a critical component of these systems, but their open nature makes them vulnerable to security threats. Physical Layer Authentication (PLA) algorithms based on Channel state Information (CSI) are essential complements to existing security technologies in wireless networks. However, their practical application faces challenges such as restricted sampling rates and uneven sampling interval, which result in low-precision CSI, significant random phase offsets, and signal distortion. This study aims to explore the feasibility of deploying and applying existing representative algorithms on industrial wireless commercial devices. According to characteristics of authentication algorithms and the adopted authentication features, we selected five of the latest physical layer authentication algorithms including supervised, semi-supervised, and unsupervised algorithms and deployed them on commercial devices that comply with the WIA-FA standard. We conducted systematic experiments focusing on the motion parameters of devices, the CSI data sampling frequency, the interference caused by worker movement, the surface materials of the devices, and the types of attacks. This study explores the ability of these algorithms to resist attacks and environmental interference in commercial devices and industrial scenarios. Extensive experimental data were collected, and the results indicate that existing authentication algorithms still need improvement to meet the requirements of industrial applications. The experiment findings and the summarized application challenges of these algorithms provide significant guidance for future research and practical industrial implementations. © 1986-2012 IEEE.

关键词： Authentication

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