2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)最新文献

筛选
英文 中文
Unmanned Quadrotor Transportation Systems with Payload Hoisting/Lowering: Dynamics Modeling and Controller Design 无人机四旋翼运输系统与有效载荷提升/降低:动力学建模和控制器设计
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195317
X. Liang, Haixin Yu, Zhuang Zhang, Yang Wang, Ning Sun, Yongchun Fang
{"title":"Unmanned Quadrotor Transportation Systems with Payload Hoisting/Lowering: Dynamics Modeling and Controller Design","authors":"X. Liang, Haixin Yu, Zhuang Zhang, Yang Wang, Ning Sun, Yongchun Fang","doi":"10.1109/ICARM49381.2020.9195317","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195317","url":null,"abstract":"With high maneuverability and flexibility, aerial transportation by suspending the payload beneath the quadrotor is an ideal choice. To adapt more complex traffic conditions and extend the application scope of aerial transportation systems, the ability of payload hoisting/lowering is studied in this paper. The dynamic model is established by Lagrange's modeling method, and main characteristics are then analyzed based on the derived model. Subsequently, through an energy-based analysis method, we design a nonlinear controller for the corresponding system. By using Lyapunov techniques and LaSalle's invariance principle, the equilibrium point of the overall closed-loop system is proven to be asymptotically stable. Two groups of simulation are given to demonstrate the proposed control law's performance. Specifically, we compare the performance of the proposed system with the one with invariant rope length.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131288515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Design of Humanoid Robot Hua Zhibao 仿人机器人的设计
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195394
J. Lin, Song Yang, Zhijun Zhang
{"title":"Design of Humanoid Robot Hua Zhibao","authors":"J. Lin, Song Yang, Zhijun Zhang","doi":"10.1109/ICARM49381.2020.9195394","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195394","url":null,"abstract":"In this paper, a novel humanoid robot, named as Robot Hua Zhibao, is developed, which could have great applications in accompanying the people who are in great need of emotional care, such as the lonely elders, the widowhood and so on. Its height and weight are 190cm and 57kg with a human friendly appearance. Hua Zhibao has 36 degrees of freedom (DOFs) in total (13 for head motions and 23 for body motions). 11 servo motors responsible for face movements and 2 direct current (DC) motors responsible for neck movements, are adopted for generating complex facial expressions such as happy, angry, sadness and so on. Each arm of Robot Hua Zhibao, equipped with 11 DOFs, could imitate various humanlike body motions even lift something for human. Even more, Hua Zhibao is an intelligent system, equipped with sensory systems, electronic controlling system to make much smarter.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127898356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Hand Gesture Recognition Based on Multi-Classification Adaptive Neuro-Fuzzy Inference System and pMMG 基于多分类自适应神经模糊推理系统和pMMG的手势识别
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195286
Lei Wang, Jian Huang, Dongrui Wu, Tao Duan, Ruishan Zong, Shicong Jiang
{"title":"Hand Gesture Recognition Based on Multi-Classification Adaptive Neuro-Fuzzy Inference System and pMMG","authors":"Lei Wang, Jian Huang, Dongrui Wu, Tao Duan, Ruishan Zong, Shicong Jiang","doi":"10.1109/ICARM49381.2020.9195286","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195286","url":null,"abstract":"In this paper, a multi-classification adaptive neuro-fuzzy inference system combining neural-network and a TSK fuzzy system is proposed to recognize six commonly used gestures. Several techniques including mini-batch gradient descent with L2 regularization, DropRule and AdaBound are integrated to improve the generalization ability of the system and the efficiency of training. Numerical results show that the average classification accuracy of the multiple classifier systems is 95.12%, and this value is higher than some other multiple classifier systems (CNN, LDA, etc.) using MMG signals as the inputs for hand gesture recognition.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115617771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Survey of the Development of Wearable Devices 可穿戴设备发展概况
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195351
Quan Zhou, Bin Fang, Jianhua Shan, F. Sun, Di Guo
{"title":"A Survey of the Development of Wearable Devices","authors":"Quan Zhou, Bin Fang, Jianhua Shan, F. Sun, Di Guo","doi":"10.1109/ICARM49381.2020.9195351","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195351","url":null,"abstract":"With the rapid development of wearable technologies, wearable devices are gradually entering people's daily life. As a novel way of human-computer interaction, wearable devices have brought more and more convenience and assistance to people than ever before. In this paper, we firstly make a classification of wearable devices based on their functions and how they are worn. An introduction to the current development of wearable devices is also presented. Then, the challenges in the area of wearable devices and their possible solutions are discussed. Finally, the conclusions are drawn on the development and future trends of wearable devices and technologies.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124154464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Navigation Path Points Extraction Method Based on Color Space and Depth Information for Combine Harvester 基于颜色空间和深度信息的联合收割机导航路径点提取方法
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195358
Wenjun Jiang, Zhengtao Yang, Pengfei Wang, Q. Cao
{"title":"Navigation Path Points Extraction Method Based on Color Space and Depth Information for Combine Harvester","authors":"Wenjun Jiang, Zhengtao Yang, Pengfei Wang, Q. Cao","doi":"10.1109/ICARM49381.2020.9195358","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195358","url":null,"abstract":"Automatic harvesting is an important part of agricultural automation. Navigation path points extraction is a prerequisite of automatic harvesting for combine harvester. The traditional methods of navigation path extraction in the farmland are mainly based on color space. The color space can be heavily influenced by environmental factors, such as illumination, weeds, shadows and crop types. On the contrary, depth information can be less affected by these factors. This paper proposes one method about navigation path points extraction based on both color space and depth information, which can improve robustness and accuracy of the navigation path points extraction. The method is mainly composed of three parts: navigation path points extraction based on color space, navigation path points extraction based on depth information and navigation path points fusion. The farmland experiments show that an average accuracy of navigation path points extraction is 98.02% with average pixel error of 4.08, average relative error of 0.64% and average distance error of 3.3cm. The experiment results show that this paper proposes one effective navigation path points method.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125825455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Fabrication and Mechanical Analysis of Bioinspired Gliding-optimized Wing Prototypes for Micro Aerial Vehicles 微型飞行器仿生滑翔优化机翼原型的制造与力学分析
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195392
Hamid Isakhani, Shigang Yue, C. Xiong, Wenbin Chen, Xuelong Sun, Tian Liu
{"title":"Fabrication and Mechanical Analysis of Bioinspired Gliding-optimized Wing Prototypes for Micro Aerial Vehicles","authors":"Hamid Isakhani, Shigang Yue, C. Xiong, Wenbin Chen, Xuelong Sun, Tian Liu","doi":"10.1109/ICARM49381.2020.9195392","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195392","url":null,"abstract":"Gliding is the most efficient flight mode that is explicitly appreciated by natural fliers. This is achieved by high-performance structures developed over millions of years of evolution. One such prehistoric insect, locust (Schistocerca gregaria) is a perfect example of a natural glider capable of endured transatlantic flights, which could potentially inspire numerous solutions to the problems in aerospace engineering. However, biomimicry of such aerodynamic properties is hindered by the limitations of conventional as well as modern fabrication technologies in terms of precision and availability, respectively. Therefore, we explore and propose novel combinations of economical manufacturing methods to develop various locust-inspired tandem wing prototypes (i.e. fore and hindwings), for further wind tunnel based aerodynamic studies. Additionally, we determine the flexural stiffness and maximum deformation rate of our prototypes and compare it to their counterparts in nature and literature, recommending the most suitable artificial bioinspired wing for gliding micro aerial vehicle applications.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"59 39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125842836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Design and Implementation of an Inspection Robot for Non-Destructive Testing of Aluminum Conductor Composite Core Wires 铝芯复合芯线无损检测机器人的设计与实现
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195372
Songtao Li, G. Song, Yuan Gao, Fushuai Zhen, Chenggang Li, Aiguo Song
{"title":"Design and Implementation of an Inspection Robot for Non-Destructive Testing of Aluminum Conductor Composite Core Wires","authors":"Songtao Li, G. Song, Yuan Gao, Fushuai Zhen, Chenggang Li, Aiguo Song","doi":"10.1109/ICARM49381.2020.9195372","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195372","url":null,"abstract":"In order to detect the damage in the core of Aluminum Conductor Composite Core (ACCC) wires in the power grid, the design and implementation of an inspection robot based on non-destructive testing technology is introduced in this paper. First, the mechanical optimization design of the driving wheel is discussed. Second, the obstacle crossing capability of the inspection robot is analyzed by calculating the maximum climbing angle and the maximum surmountable obstacle size. Thus, the rationality of the structure design of the robot is verified. Finally, experiments were carried out on the experimental transmission lines and the overhead transmission lines in the grid. The results show that the robot can meet the requirements for in-situ mobile flaw detection of overhead ACCC wires.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129751366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Adaptive Backstepping Control for Piezoelectric Micro Actuating System with Input Saturation 输入饱和的压电微作动系统自适应反步控制
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195377
Ying Li, Ying Feng
{"title":"Adaptive Backstepping Control for Piezoelectric Micro Actuating System with Input Saturation","authors":"Ying Li, Ying Feng","doi":"10.1109/ICARM49381.2020.9195377","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195377","url":null,"abstract":"Piezoelectric actuators have been attached more importance in the field of high-precision micro actuating due to their excellent performance. However, the presence of the hysteresis nonlinearity and input saturation problems in this smart material actuators have caused adverse effects on their performance, including reduced operational accuracy and damage to the actuators. To eliminate the negative effects of hysteresis and compensate for input saturation, an adaptive backstepping controller with an anti-windup auxiliary compensation system is developed in this paper. The proposed approach shows good tracking performance for the piezoelectric micro actuating system introducing, which also proves that the anti-windup technology can handle the input saturation effects well.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131042609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time-Optimal Control of Underactuated Wheeled Inverted Pendulum Vehicles Along Specified Paths 欠驱动轮式倒立摆车辆沿指定路径的时间最优控制
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195334
Yigao Ning, M. Yue, Zenan Lin
{"title":"Time-Optimal Control of Underactuated Wheeled Inverted Pendulum Vehicles Along Specified Paths","authors":"Yigao Ning, M. Yue, Zenan Lin","doi":"10.1109/ICARM49381.2020.9195334","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195334","url":null,"abstract":"This study proposes a time-optimal control method for a wheeled inverted pendulum (WIP) vehicle under specified paths. Firstly, the given path is described with a parametric form, and the kinematic model, velocity constraint and acceleration constraint are all parameterized with a same parameter as the geometric path. Meanwhile, the stabilization constraint of vehicle body is also formulated through the kinematic coupling relationship to take the underactuated characteristic into full consideration. Next, the time-optimal trajectory is constructed by a sequence of minimum acceleration and maximum acceleration trajectories based on phase-plane analysis, and the optimality is illustrated through rigorous analysis. Finally, a time-optimal trajectory tracking controller is designed for the WIP vehicle to realize the minimum-time motion, and numerical simulation results validate the effectiveness of the proposed method.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122379986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Real-time Colonoscopy Image Segmentation Based on Ensemble Knowledge Distillation 基于集成知识蒸馏的实时结肠镜图像分割
2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM) Pub Date : 2020-12-01 DOI: 10.1109/ICARM49381.2020.9195281
Zhichao Huang, Zhaoxia Wang, Jie Chen, Zhongsheng Zhu, Jianqiang Li
{"title":"Real-time Colonoscopy Image Segmentation Based on Ensemble Knowledge Distillation","authors":"Zhichao Huang, Zhaoxia Wang, Jie Chen, Zhongsheng Zhu, Jianqiang Li","doi":"10.1109/ICARM49381.2020.9195281","DOIUrl":"https://doi.org/10.1109/ICARM49381.2020.9195281","url":null,"abstract":"Colonoscopy is an important means of detecting various intestinal diseases such as bleeding, polyps, Merck diverticula, and ulcers. The sooner these diseases are detected, the better the patient's recovery. But colonoscopy is a demanding process, often leads to the high rate of misdiagnosis by experts, professional physicians and nurses and costs a lot of time. Therefore, robot-assisted colonoscopy is considered as an important method to solve this problem. In recent years, many automated deep learning models for colonoscopy have been proposed. However, these models are usually large and time-consuming, and cannot meet actual needs. Besides, due to the disconnection of data between hospitals, the strength of medical resources between different departments in different hospitals is different, so the general multi-classification model cannot fit the characteristics of such data distribution. Therefore, in this article, we ensemble multiple binary classification models (each model detects one disease) and extracted a compression model using knowledge distillation technology, which can simultaneously detect polyps, Merkel diverticula, ulcers and bleeding from colonoscopy. We tested the performance of our model on public and real data sets and found that the model can achieve acceptable results and help doctors make decisions in practice.","PeriodicalId":189668,"journal":{"name":"2020 5th International Conference on Advanced Robotics and Mechatronics (ICARM)","volume":"372 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132475650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信