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2024 IEEE International Conference on robotics and Biomimetics, ROBIO 2024

作者： Liu, Ziteng Gao, Wenpeng Zhu, Jiahua Liu, Bainan Fu, Yili School of Life Science and Technology Harbin Institute of Technology Harbin150080 China Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin150080 China

ISBN: (纸本)9781665481090

Surgical smoke can obscure the surgeon's line of sight during the laparoscopic procedure, potentially posing risk to the patients. Robot assisted-minimally invasive surgery (MIS) also faces such a challenge, which also hinders its autonomous operation. This paper proposes a desmoking method for laparoscopic surgery smoke removal. As the surgical smoke is hetergeneous, a two-stage network is developed to estimate the smoke distribution and reconstruct the corresponding smoke-free scene with the hybrid embedding guidance, including the estimated smoke mask and the initial image. The network is designed following the concept of the atmospheric scattering model, which makes the network more explainable. To qualitatively and quantitatively evaluate the proposed method, a synthetic laparoscopic dataset is generated and a real laparoscopic dataset is obtained. Experimental results show that the Peak Signal to Noise Ratio (PSNR) of the proposed method is 1.9% higher than that of the DehazeFormer, while the run-time is shorter more than 40.9%. The proposed method is comparable to or even outperforms the state-of-the-arts in desmoking quality and computation cost. © 2024 IEEE.

关键词： Laparoscopy

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Design and Analysis of Rigid Continuous Deformation Mechanism Based on Heterogeneous Unit

Design and Analysis of Rigid Continuous Deformation Mechanis...

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International Conference on Mechanical Design, ICMD 2023

作者： Guo, Weiming Xiao, Hong Guo, Hongwei Tao, Jianguo Liu, Rongqiang State Key Laboratory of Robotics Harbin Institute of Technology Harbin150001 China

ISBN: (纸本)9789819709212

Inspired by the space tessellation structure, this paper presents an innovative rigid continuous deformation mechanism (RCDM) by combining the unique properties of tetrahedron and octahedron shapes. The proposed mechanism exhibits multi degrees of freedom, including expansion, bending, and twisting, creating a continuous deformation surface akin to a flexible mechanism. Furthermore, the resulting deformation surface has high rigidity while easily seamlessly integrating with flexible materials as a supportive structure. Firstly, the structural design of this novel mechanism is introduced. Secondly, the mathematical model of the mechanism is established, analyzing its degree of mobility using the principles of screw theory. A comprehensive kinematics model is constructed to streamline the deformation process alongside a control strategy based on the deformation demand. Finally, a prototype is built to prove the feasibility of the mechanism deformation. The results demonstrate the spatial continuous deformation potential of the proposed mechanism, which holds promise for applications in space capture and morphing skeleton. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Kinematics

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Damage evolution and removal behaviors of GaN crystals involved in double-grits grinding

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International Journal of Extreme Manufacturing 2024年第2期6卷 469-484页

作者： Chen Li Yuxiu Hu Zongze Wei Chongjun Wu Yunfeng Peng Feihu Zhang Yanquan Geng State Key Laboratory of Robotics and System(HIT) Harbin Institute of TechnologyHarbin 150001People’s Republic of China Key Laboratory of Microsystems and Microstructures Manufacturing(HIT) Harbin Institute of TechnologyHarbin 150001People’s Republic of China College of Mechanical Engineering Donghua UniversityShanghai 201620People’s Republic of China Department of Mechanical and Electrical Engineering Xiamen UniversityXiamen 361005People’s Republic of China

Elucidating the complex interactions between the work material and abrasives during grinding of gallium nitride(GaN)single crystals is an active and challenging research *** this study,molecular dynamics simulations were performed on double-grits interacted grinding of GaN crystals;and the grinding force,coefficient of friction,stress distribution,plastic damage behaviors,and abrasive damage were systematically *** results demonstrated that the interacted distance in both radial and transverse directions achieved better grinding quality than that in only one *** grinding force,grinding induced stress,subsurface damage depth,and abrasive wear increase as the transverse interacted distance ***,there was no clear correlation between the interaction distance and the number of atoms in the phase transition and dislocation *** interacted distances between abrasives can decrease grinding force,coefficient of friction,grinding induced stress,subsurface damage depth,and abrasive wear during the grinding *** results of grinding tests combined with cross-sectional transmission electron micrographs validated the simulated damage results,*** atoms,high-pressure phase transition,dislocations,stacking faults,and lattice *** results of this study will deepen our understanding of damage accumulation and material removal resulting from coupling between abrasives during grinding and can be used to develop a feasible approach to the wheel design of ordered abrasives.

关键词： grinding double-grits molecular dynamics damage material removal gallium nitride

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Inverse Kinematics of a Reconfigurable Space Manipulator Based on the Closed-Loop Algorithm 20

Inverse Kinematics of a Reconfigurable Space Manipulator Bas...

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20th IEEE International Conference on Mechatronics and Automation, ICMA 2023

作者： Zhao, Zhiyuan Yang, Xiaohang Xu, Zichun Li, Yuntao Tian, Zhonglai Zhao, Jingdong State Key Laboratory of Robotics and System Harbin Institute of Technology Heilongjiang Province Harbin China

ISBN: (纸本)9798350320831

This paper investigates a reconfigurable space manipulator's inverse kinematics (IK) with two lockable passive telescopic links (LPTLs). Depending on these LPTLs' locking state, the manipulator includes free-space and reconfiguration operation modes. Firstly, we introduce a new ball joint-based solution for the reconfigurable operation mode. Then, we propose an IK simplified method capable of significantly reducing the computational load of the complex inverse differential kinematic (IDK) equations corresponding to the two operation modes. Next, to solve the resulting simplified IDK equations efficiently, we present an IK solution method based on the closed-loop algorithm. This method is developed to resolve the redundancy at the velocity level and can generate highly accurate and smooth trajectory IK solutions that satisfy the joint limit constraints. Finally, we design two typical case studies corresponding to working scenarios of the manipulator during two operation modes. Their simulation results validate the proposed methods' effectiveness. © 2023 IEEE.

关键词： Inverse kinematics

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Hybrid Joint-space Control Strategies Analysis for One-redundant Cable Suspended Parallel Robots 23rd

Hybrid Joint-space Control Strategies Analysis for One-redun...

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23rd IFToMM China International Conference on Mechanism and Machine Science and Engineering, IFToMM CCMMS 2022

作者： Qin, Zhiwei Liu, Zhen Gao, Haibo State Key Laboratory of Robotics and System Harbin Institute of Technology Heilongjiang Harbin150000 China

ISBN: (纸本)9789811993978

Hybrid joint-space control strategy, where some redundant cables are force control, while other cables perform the length control, has the ability to control the robots with small pose errors, and maintain all cables tensioned at the same time. In the cable-driven parallel robots with redundant drives, all the cable tensions have a predicable range, we called cable adjustable force (CAF) in this study. This work aims at investigating the relationships between the CAF of target force-controlled cables, and the pose errors under the hybrid joint-space control strategy. A simulation framework, considering interfering cable length and cable forces, is developed to analysis the characters of hybrid-input control strategy, based on a cable suspended with one redundant layout. We found that the CAF is related to the pose control error of the end-effector, and can be regard as a selection criteria for the target cable for the force control in the hybrid joint-space control strategy. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Cables

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General Dynamics Modeling and Simulation Analysis of Multi-degree of Freedom Flexible Manipulators 23rd

General Dynamics Modeling and Simulation Analysis of Multi-d...

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23rd IFToMM China International Conference on Mechanism and Machine Science and Engineering, IFToMM CCMMS 2022

作者： Jin, Xichen Tong, Zhizhong Gao, Haibo State Key Laboratory of Robotics and System Harbin Institute of Technology Heilongjiang Harbin150000 China

ISBN: (纸本)9789811993978

This paper presents a general method for dynamic modeling of three-dimensional flexible manipulator with multiple degrees of freedom based on Lagrange’s second kind of dynamic equation. Firstly, the dynamic model of flexible joint considering joint stiffness, joint damping, joint friction and joint clearance is deduced, and the dynamic model of flexible rod considering internal structural damping of flexible rod is deduced by using hypothetical modal method. Secondly, the overall dynamic model of flexible manipulator is obtained by comprehensively considering the flexibility of joint and rod. The joint pair has two settings: rotating pair and moving pair. Finally, the simulation experiment of five degree of freedom series flexible manipulator is carried out to verify the correctness of the dynamic modeling method of multi degree of freedom flexible manipulator. © 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Flexible manipulators

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Power Consumption Characteristics Research on Mobile system of Electrically Driven Large-Load-Ratio Six-Legged Robot

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Chinese Journal of Mechanical Engineering 2023年第1期36卷 237-267页

作者： Hongchao Zhuang Ning Wang Haibo Gao Zongquan Deng School of Mechanical Engineering Tianjin University of Technology and EducationTianjin300222China School of Information Technology Engineering Tianjin University of Technology and EducationTianjin300222China State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbin150001China

The electrically driven large-load-ratio six-legged robot with engineering capability can be widely used in outdoor and planetary ***,due to the particularity of its parallel structure,the effective utilization rate of energy is not high,which has become an important obstacle to its practical *** research the power consumption characteristics of robot mobile system is beneficial to speed up it toward *** on the configuration and walking modes of robot,the mathematical model of the power consumption of mobile system is set *** view of the tripod gait is often selected for the six-legged robots,the simplified power consumption model of mobile system under the tripod gait is established by means of reducing the dimension of the robot’s statically indeterminate problem and constructing the equal force ***,the power consumption of robot mobile system is solved under different working *** variable tendencies of the power consumption of robot mobile system are respectively obtained with changes in the rotational angles of hip joint and knee joint,body height,and *** articulated rotational zones and the ranges of body height and span are determined under the lowest power *** to the walking experiments of prototype,the variable tendencies of the average power consumption of robot mobile system are respectively acquired with changes in duty ratio,body height,and ***,the feasibility and correctness of theory analysis are verified in the power consumption of robot mobile *** proposed analysis method in this paper can provide a reference on the lower power research of the large-load-ratio multi-legged robots.

关键词： Electrically driven Large-load-ratio six-legged robot Power consumption Mobile system

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Electronically enhancing the long-range nanopositioning accuracy of a Lorentz force actuator

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Frontiers of Information technology & Electronic Engineering 2023年第7期24卷 1080-1092页

作者： Bimal Jeet GOTEEA Qianjun ZHANG Wei DONG State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbin 150001China

This paper presents a precision centimeter-range positioner based on a Lorentz force actuator using flexure *** additional digital-to-analog converter and an operational amplifier(op amp)circuit together with a suitable controller are used to enhance the positioning accuracy to the nanometer ***,a suitable coil is designed for the actuator based on the stiffness of the flexure guide *** flexure mechanism and actuator performance are then verified with finite element *** on these,a means to enhance the positioning performance electronically is presented together with the control ***,a prototype is fabricated,and the performance is *** positioner features a range of 10 mm with a resolution of 10 *** proposed scheme can be extended to other systems.

关键词： Nanopositioning Flexure guides Long range Voice coil motor Lorentz force actuator

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Energy-Consumption Optimization Control for Lunar Rover's Travel with Torque-Distribution-strategy in Rear Wheels

Energy-Consumption Optimization Control for Lunar Rover's Tr...

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2024 IEEE International Conference on Control Science and systems Engineering, ICCSSE 2024

作者： Li, Delun Cao, Jianfei Chen, Yiliang Xie, Zongwu Harbin Institute of Technology State Key Laboratory of Robotics and System Harbin China Beijing Institute of Spacecraft System Engineering Beijing Key Laboratory of Intelligent Space Robotic Systems Technology and Applications Beijing China

ISBN: (纸本)9798331517199

In anticipation of future extensive lunar surface operations, lunar rovers are required to advance towards higher speeds and improved energy conservation. When traveling at high speeds on the lunar surface, the vehicle's energy expenditure is greatly amplified by the influence of the terrain, particularly in conditions where driving and steering are coupled. This paper proposes an energy-saving control strategy for lunar rovers that employs dynamic rear-axle torque distribution, with the goal of optimizing transient energy consumption during travel. To tackle the challenge of non-differentiable functions within the optimization objectives, we suggest using a zeroth-order gradient optimization method for resolution, dynamically constraining the range of control parameters to fulfill the dynamic torque distribution objectives as needed for the task. The energy-saving control effectiveness of the algorithm has been confirmed through simulation, demonstrating a minimum energy-saving ratio of at least 4%, which increases to over 11% as the speed level rises, offering a valuable technical solution for the energy optimization of lunar rovers. © 2024 IEEE.

关键词： Rovers

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A Study of Prototypical Network Techniques for Cross-Subject EEG Analysis 27

A Study of Prototypical Network Techniques for Cross-Subject...

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27th European Conference on Artificial Intelligence, ECAI 2024

作者： Liu, Wenchao Wang, Guagnyu He, Yuhong Bo, Hongjian Ma, Lin Li, Haifeng State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China Faculty of Computing Harbin Institute of Technology Harbin China Shenzhen Academy of Aerospace Technology Shenzhen China

ISBN: (纸本)9781643685489

Electroencephalography (EEG), a technique that uses electrodes on the scalp to record changes in cerebral electrical potentials, plays a key role in various brain-computer interface applications. However, due to the large differences in EEG distribution across subjects, how to accurately classify cross-subject EEG is still a challenge. In practice, it is unavoidable to collect data for each subject to perform calibration, which is cumbersome and expensive. In this paper, we propose a Cross Subject EEG Prototypical Network (CS-EEGPNet) for accurate few-shot EEG classification. To the best of our knowledge, we are the first to eliminate inter-subject distribution shift in few-shot EEG classification through multiple feature layers computation. Specifically, to avoid the effect of individual differences, we propose a few-shot feature normalization (FSFN) method, which uses the mean and variance of the same subject’s support set features to normalize the query set features. Meanwhile, we design a prototypical module based on auxiliary factors. This module utilizes learnable vectors to store category-related information for assisting the construction of prototypes, thus mitigating the effects of EEG’s randomness and non-stationary characteristics on cross-subject few shot classification. To validate the effectiveness of the method, we selecte the motor imagery paradigm, which is relatively complex in brain-computer interfaces, and test our method on the BCIC IV 2a and HGD datasets. The results demonstrate that our method significantly enhances EEG classification performance, achieving the state-of-the-art accuracies. © 2024 The Authors.

关键词： Electroencephalography

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