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A Survey of Underwater Multi-Robot systems

IEEE/CAA Journal of Automatica Sinica 2022年第1期9卷 1-18页

作者： Ziye Zhou Jincun Liu Junzhi Yu State Key Laboratory for Turbulence and Complex System Department of Advanced Manufacturing and RoboticsBeijing Innovation Center for Engineering Science and Advanced TechnologyCollege of EngineeringPeking UniversityBeijing 100871China College of Information and Electrical Engineering China Agricultural UniversityBeijing 100083China

As a cross-cutting field between ocean development and multi-robot system(MRS),the underwater multi-robot system(UMRS)has gained increasing attention from researchers and engineers in recent *** this paper,we present a comprehensive survey of cooperation issues,one of the key components of UMRS,from the perspective of the emergence of new *** specifically,we categorize the cooperation in terms of task-space,motion-space,measurement-space,as well as their ***,we analyze the architecture of UMRS from three aspects,i.e.,the performance of the individual underwater robot,the new functions of underwater robots,and the technical approaches of *** conclude,we have discussed related promising directions for future *** survey provides valuable insight into the reasonable utilization of UMRS to attain diverse underwater tasks in complex ocean application scenarios.

关键词： Cooperation formation control multi-robot systems(MRS) taxonomy underwater robots underwater tasks

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Design and Experimental Evaluation of WLR-III

Design and Experimental Evaluation of WLR-III

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IEEE International Conference on robotics and Biomimetics

作者： Xu Li Yili Fu State Key Laboratory of Robotics and System Harbin Institute of Technology and State Key Laboratory of Fluid Power and Mechatronic Systems Zhejiang University Intelligent Robot Research Center Zhejiang Laboratory and State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin China

This paper introduces the design and experimental evaluation of WLR-III, which stands for the third-generation hydraulic wheel-legged robot. WLR-III is expected to be applied to disaster scenarios where the mobility, adaptability and manipulation capability are required. Based on the development of the previous two generations of wheel-legged robots, this work continuously optimizes the design to achieve higher mobility and stronger adaptability by reducing weight & inertia. The hydraulic power transmission system adopts a hose-less design method to ensure the robustness of the system. What's more prominent is that the successful development of hydraulic power unit (HPU) enables WLR-III to realize hydraulic power autonomy. In addition, to accomplish all kinds of operational tasks in the rescue scene, the electro-hydraulic hybrid drives anthropomorphic arms with heavy load grippers were developed. Finally, the effectiveness and reliability of design optimization have been evaluated through a series of experiments, including grassland movement, load bearing, obstacle-stepping and tool-operating. To the authors' best knowledge, this is the first time that a hydraulic powered autonomous wheel-legged humanoid robot with the ability to operate simple tools has been developed.

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A Wave Energy Harvester With Vertical Pendulum And Mag-Boost Mechanism

A Wave Energy Harvester With Vertical Pendulum And Mag-Boost...

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Micro and Nanotechnology for Power Generation and Energy Conversion Applications (PowerMEMS)

作者： Tianyi Tang Yunfei Li Heng Zhao Lining Sun Huicong Liu State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin CHINA School of Mechanical and Electrical Engineering Jiangsu Provincial Key Laboratory of Advanced Robotics Soochow University Suzhou CHINA

ISBN: (数字)9798350380200

ISBN: (纸本)9798350380217

This paper presents an ultra-low-frequency and high-power wave energy harvester (WEH). It utilizes a vertical pendulum structure to achieve motion response to ultra-low-frequency wave excitation and then converts the mechanical energy of the pendulum into high-frequency and high-power electrical energy output through the MagBoost Mechanism. The design of WEH ensures stable output even under excitation conditions below 1 Hz. At the excitation frequency of 1.4 Hz and resistance load of $20 \Omega$, the maximum power output can reach 1.16 W with a power density of $0.54 \mathrm{~mW} / \mathrm{cm}^{3}$. The high energy density allows stable power supplementation for ocean observation buoy within a limited volume, thereby enabling long-term, unattended operation of the buoy in remote offshore areas.

关键词： Resistance Power system measurements Density measurement Oceans Frequency conversion Sensor systems Sensors Mechanical energy Wave energy conversion Power generation

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HabitAction: A Video Dataset for Human Habitual Behavior Recognition

arXiv

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arXiv 2024年

作者： Li, Hongwu Zhang, Zhenliang Wang, Wei The State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin150080 China Beijing100080 China

Human Action Recognition (HAR) is a very crucial task in computer vision. It helps to carry out a series of downstream tasks, like understanding human behaviors. Due to the complexity of human behaviors, many highly valuable behaviors are not yet encompassed within the available datasets for HAR, e.g., human habitual behaviors (HHBs). HHBs hold significant importance for analyzing a person’s personality, habits, and psychological changes. To solve these problems, in this work, we build a novel video dataset to demonstrate various HHBs. These behaviors in the proposed dataset are able to reflect internal mental states and specific emotions of the characters, e.g., crossing arms suggests to shield oneself from perceived threats. The dataset contains 30 categories of habitual behaviors including more than 300,000 frames and 6,899 action instances. Since these behaviors usually appear at small local parts of human action videos, it is difficult for existing action recognition methods to handle these local features. Therefore, we also propose a two-stream model using both human skeletons and RGB appearances. Experimental results demonstrate that our proposed method has much better performance in action recognition than the existing methods on the proposed dataset. All the dataset and codes are available at ***/view/hhb30. Copyright © 2024, The Authors. All rights reserved.

关键词： Video analysis

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Design, Analysis, and Experiment of a Novel Ultrasonic Printing system

Design, Analysis, and Experiment of a Novel Ultrasonic Print...

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2022 IEEE International Conference on Manipulation, Manufacturing and Measurement on the Nanoscale, 3M-NANO 2022

作者： Pei, Zhichao Zhao, Haoxiang Li, Dongjie Wang, Lefeng Rong, Weibin Sun, Lining Harbin Institute of Technology State Key Laboratory of Robotics and Systems Harbin China Harbin University of Science and Technology Heilongjiang Provincial Key Laboratory of Complex Intelligent System and Integration Harbin China

ISBN: (数字)9781665475433

ISBN: (纸本)9781665475433

Ultrasonic-driven printing technology is widely used in bioprinting because of its high precision, good biocompatibility, and low cost. However, the conventional ultrasonic printing technology still has problems such as cross-contamination of bio-ink during storage, transportation, and processing, and cumbersome ink replacement process. Therefore, a new ultrasonic printing device is developed in this paper, which uses PZT plates as the driving element. And a fluid sub-system has been fabricated based on the self-made glass micro-nozzle, which is connected to the drive element using ultrasonic couplant gel. The separation of the fluid system and the drive system has been realized through the modular design, thereby realizing the rapid replacement of different inks and this relatively independent fluid system is of great benefit to better sealing and aseptic operation. In addition, a digital model is built to analyze its working mechanism. And an experimental system is established to characterize the performance of the device. The results show that the system can generate droplets stably and accurately, and the droplet volume can be controlled by the excitation voltage amplitude and pulse width. © 2022 IEEE.

关键词： Biocompatibility

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Robot learning from demonstration for path planning: A review

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Science China(Technological Sciences) 2020年第8期63卷 1325-1334页

作者： XIE ZongWu ZHANG Qi JIANG ZaiNan LIU Hong State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbin 150001China

Learning from demonstration(LfD)is an appealing method of helping robots learn new *** papers have presented methods of LfD with good performance in ***,complicated robot tasks that need to carefully regulate path planning strategies remain *** or non-contact constraints in specific robot tasks make the path planning problem more difficult,as the interaction between the robot and the environment is *** this paper,we focus on the path planning of complex robot tasks in the domain of LfD and give a novel perspective for classifying imitation learning and inverse reinforcement *** classification is based on constraints and obstacle ***,we summarize these methods and present promising directions for robot application and LfD theory.

关键词： learning from demonstration path planning imitation learning inverse reinforcement learning obstacle avoidance

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Optimal Design of Robust Wireless Power Transfer Links for Human-machine Interface

Optimal Design of Robust Wireless Power Transfer Links for H...

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2023 IEEE International Conference on robotics and Biomimetics, ROBIO 2023

作者： Wu, Yujun Fang, Yun Guo, Weichao Sheng, Xinjun Shanghai Jiao Tong University State Key Laboratory of Mechanical System and Vibration School of Mechanical Engineering Shanghai200240 China Shanghai Jiao Tong University Meta Robotics Institute Shanghai200240 China

ISBN: (纸本)9798350325706

Human-machine interfaces (HMIs) require minimal size and less interference to the users. Wireless and battery-free design of HMI devices can be promoted by wireless power transfer (WPT) technology. However, researchers often ignore the curvature of WPT coils. In addition, power transfer efficiency (PTE) and robustness to coil shifts are not both considered when designing WPT links. In this paper, a coaxial cylindrical coils model was presented to simulate curved coils, and several design parameters affecting robustness were investigated through electromagnetic and circuit simulation. We also proposed a novel method for designing WPT links that ensures both sufficient robustness and optimal PTE. Three sets of coils designed with the proposed method achieved an efficiency over 85% in the simulation and fulfilled the given robustness requirements at the same time. The coaxial cylindrical coils model and the proposed method were validated by experiments. A demonstration of the wireless powering of an HMI device was performed as well. In conclusion, this paper provided a guideline to model and design efficient and robust WPT coils in HMI applicaitions. © 2023 IEEE.

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Autonomous Navigation of Tracked Robot in Uneven Terrains 16th

Autonomous Navigation of Tracked Robot in Uneven Terrains

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16th International Conference on Intelligent robotics and Applications, ICIRA 2023

作者： He, Gang Shi, Juntian Liu, Chao Guo, Weichao Sheng, Xinjun State Key Laboratory of Mechanical System and Vibration School of Mechanical Engineering Shanghai Jiao Tong University Shanghai200240 China Meta Robotics Institute Shanghai Jiao Tong University Shanghai200240 China

ISBN: (纸本)9789819965007

Since microdosing of chemical, biological, radiological, and nuclear (CBRN) contaminants is enough to cause great damage to humans, operating robots are widely used to handle CBRN-related tasks. However, how to improve the automation capabilities of these robots in uneven environments, such as autonomous navigation, is still a huge challenge. Current navigation methods usually set the scene as flat pavement, without considering the situation that the land slope exceeds a certain threshold. In order to explore ways of autonomous navigation in uneven environments, a 3D path planning and navigation method for the tracked robot is proposed in this paper, respecting applicable traversability constraints in uneven terrains. Firstly, a 3D graph-based map is built according to the occupancy map of the uneven environment. A set of spatial points, ensuring collision-avoidance of the robot, is randomly sampled in free space, and a vertex map is generated based on these vertices for robot traversing. Then, regarding the robot’s climbing and obstacle crossing ability as constraints, a path planning algorithm is used to search for the best path based on the Dijkstra algorithm. Finally, a fusion SLAM method based on LiDAR, IMU and RGB-D camera is used to achieve real-time localization, and the pure pursuit algorithm is used for navigation. The simulation results show that the proposed method can provide a safe and effective 3D path for the tracked robot and enable the robot’s autonomous navigation in uneven environments. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023.

关键词： Motion planning

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Bio-inspired design of alternate rigid-flexible segments to improve the stiffness of a continuum manipulator

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Science China(Technological Sciences) 2020年第8期63卷 1549-1559页

作者： LIU Hong WANG HaiRong FAN ShaoWei YANG DaPeng State Key Laboratory of Robotics and System Harbin Institute of TechnologyHarbin 150001China

Intrinsic flexible structures enable a continuum manipulator to exhibit attractive dexterity and intrinsic compliance over traditional hyper-redundant ***,its insufficient stiffness makes the performance of continuum manipulators unsatisfactory and thus limits the applications in many fields.A significant challenge is how to make a trade-off among dexterity,compliance and *** an evolutionary perspective,this paper compares several biological structures that enable the continuum manipulator function,and intends to reveal the mechanism on how the biological structures can improve the *** notochord and the vertebral column with acoelous centra are abstracted and physically implemented.A fundamental roddriven continuum manipulator is also introduced as a *** stiffness models of these three continuum manipulators are proposed,and comparative experiments are conducted to verify their stiffness *** results demonstrate that the rigid-flexible segmental structure can improve the stiffness properties of a continuum manipulator.

关键词： continuum robots biologically inspired robot flexible arm stiffness kinematics

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Poly-MOT: A Polyhedral Framework For 3D Multi-Object Tracking

arXiv

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arXiv 2023年

作者： Li, Xiaoyu Xie, Tao Liu, Dedong Gao, Jinghan Dai, Kun Jiang, Zhiqiang Zhao, Lijun Wang, Ke State Key Laboratory of Robotics and System Harbin Institute of Technology Harbin150006 China

3D Multi-object tracking (MOT) empowers mobile robots to accomplish well-informed motion planning and navigation tasks by providing motion trajectories of surrounding objects. However, existing 3D MOT methods typically employ a single similarity metric and physical model to perform data association and state estimation for all objects. With large-scale modern datasets and real scenes, there are a variety of object categories that commonly exhibit distinctive geometric properties and motion patterns. In this way, such distinctions would enable various object categories to behave differently under the same standard, resulting in erroneous matches between trajectories and detections, and jeopardizing the reliability of downstream tasks (navigation, etc.). Towards this end, we propose Poly-MOT, an efficient 3D MOT method based on the Tracking-By-Detection framework that enables the tracker to choose the most appropriate tracking criteria for each object category. Specifically, Poly-MOT leverages different motion models for various object categories to characterize distinct types of motion accurately. We also introduce the constraint of the rigid structure of objects into a specific motion model to accurately describe the highly nonlinear motion of the object. Additionally, we introduce a two-stage data association strategy to ensure that objects can find the optimal similarity metric from three custom metrics for their categories and reduce missing matches. On the NuScenes dataset, our proposed method achieves state-of-the-art performance with 75.4% AMOTA. The code is available at https://***/lixiaoyu2000/Poly-MOT. © 2023, CC BY-NC-SA.

关键词： Motion planning

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