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A Wireless Control Mobile Hoist System 一种无线控制移动提升系统
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606774
Chung-Wen Hung, K. Hsia, Yu-Ming Guan, Shih-Ting Yu
A wireless control mobile hoist system is proposed in this paper. Users can control the mobile hoist easily with a smartphone/tablet application through the Bluetooth low energy (BLE). The energy status of the battery of the mobile hoist can be shown via the APP. The mobile hoist also has a rehabilitation function, and the rehabilitation activity can be confirmed via buttons on the APP. All of the operation data will be recorded and transmitted to the cloud database, and the history can be queried on the website. The integration of the mobile hoist and smartphone/tablet APP not only increases the ability of the mobile hoist system but also is more convenient for users.
提出了一种无线控制移动式提升机系统。用户可以通过智能手机/平板电脑应用程序通过蓝牙低功耗(BLE)轻松控制移动葫芦。移动提升机电池的能量状态可以通过APP显示。移动提升机还具有康复功能,通过APP上的按钮确认康复活动。所有的运行数据都会被记录并传输到云端数据库,并可在网站上查询历史。移动葫芦与智能手机/平板电脑APP的集成,不仅增加了移动葫芦系统的能力,也为用户提供了更方便。
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引用次数: 0
A Novel Measurement Model of Twisted String Actuating System 一种新的扭弦作动系统测量模型
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606757
Jonqlan Lin, R. Chu
Twisted string were used in constructions, military, and other areas applications. Such twisted string actuation impression allows the install of simple mechanism, intrinsic compliance, low weight, cheap, and high transmission ration. Nowadays, twisted string actuators (TSA) have been confirmed to be an efficient illumination for generating linear motion with huge tensile force. Thus, the main goal of this proposal is concentrated on deign of mobile platform based on Twisted String Actuator (TSA) to meet low cost and simple structure demand request. A string pair is linked in parallel and attached to the servomotor, and the other end to the payload to be actuated. The rotation intruded to the strings by the servomotor diminishes their length, producing a linear motion at the payload side. Moreover, a thin film potentiometer is equipped to measure the actuation elongation. However, in case of the presence of several unmodeled effects such as the string friction and radius variation due to elasticity, specific consideration has been given in confirming the robustness of the control system against measurement noise and parameter uncertainties. Hence, the new measurement methodology which takes into account fiber tension compensation terms is proposed for modify the positioning tasks. Experimental results confirm that such design is reliable and possesses low implementation cost.
绞绳用于建筑、军事和其他领域的应用。这种扭柱驱动装置结构简单,具有固有的顺应性,重量轻,价格便宜,传动比高。目前,扭弦作动器(TSA)已被证实是一种产生大拉力直线运动的有效照明方式。因此,本课题的主要目标集中在基于扭串执行器(TSA)的移动平台设计上,以满足低成本和简单结构的需求要求。串对并联连接并连接到伺服电机上,另一端连接到待驱动的有效载荷上。旋转侵入的字符串由伺服电机减少他们的长度,在有效载荷一侧产生线性运动。此外,还配备了薄膜电位器来测量驱动伸长。然而,如果存在一些未建模的影响,如管柱摩擦和由于弹性引起的半径变化,在确认控制系统对测量噪声和参数不确定性的鲁棒性时,需要特别考虑。为此,提出了一种考虑纤维张力补偿项的新型测量方法,以改进定位任务。实验结果表明,该设计可靠,实现成本低。
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引用次数: 1
EMG-based Control Scheme with SVM Classifier for Assistive Robot Arm 基于肌电图的支持向量机分类器辅助机械臂控制方案
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606762
L. Liao, Y. Tseng, H. Chiang, Wei-Yen Wang
Establishing an appropriate control technique with high accuracy has become the central issue for robotic applications to achieve anthropomorphic functions. The electromyography (EMG) method, which approaches various human motions by adjusting signals in the manipulator control scheme, is especially gaining popularity among assistive robotics. In this study, an EMG-based classification method is incorporated to control an assistive robot arm and perform interaction in human arm movements. The system is implemented based on a support-vector machine (SVM); it classifies motions of upper human limbs according to EMG signals recorded from the brachioradialis, the biceps and the anterior deltoid as the input features. With the proposed method, six categories of human arm movements can be identified, and the classification results can thus be remotely transmitted to control an assistive robot to mimic motions of the human arm. The performance of the proposed classification method was evaluated using 72 segments in 5 second EMG signals from two subject. The overall accuracy rate can reach 94% based on the selected EMG features for each measured muscle. The results suggest the importance of feature selection according to the morphology of EMG waveforms recorded from different muscle bundles. The performance of the proposed method has been quantitatively evaluated, and an assistive robot arm can be remotely controlled using EMG signals with a high accuracy rate.
建立一种合适的高精度控制技术已成为机器人实现拟人功能的核心问题。肌电图(electromyography, EMG)方法在机械臂控制方案中通过调节信号来接近人体的各种运动,尤其在辅助机器人中越来越受欢迎。在本研究中,采用基于肌电图的分类方法来控制辅助机器人手臂,并在人类手臂运动中进行交互。该系统基于支持向量机(SVM)实现;它根据肱桡肌、肱二头肌和前三角肌记录的肌电图信号作为输入特征,对上肢运动进行分类。该方法可识别六类人体手臂运动,分类结果可通过远程传输控制辅助机器人模拟人体手臂运动。利用两名受试者5秒内的72段肌电信号对所提出的分类方法进行了性能评价。基于所选择的每块被测肌肉的肌电特征,整体准确率可以达到94%。结果表明,根据不同肌束记录的肌电波形形态进行特征选择的重要性。通过对所提方法的性能进行定量评价,表明该方法能够以较高的准确率实现对辅助机械臂的远程控制。
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引用次数: 11
Chaos-based Fault-Detection Strategy for Ball-Bering System 基于混沌的球-轴承系统故障检测策略
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606766
Shih-Yu Li, Kai-Ren Gu, Chin-Sheng Chen
A chaos-based fault-detection strategy is developed in this paper, which attempts to do the chaos mapping process of the input data. The data of different states in ball-bearing system are feed into the proposed system to generate different kinds of 3D phase portraits for further classification. Simulation result shows that the developed strategy has good performance.
本文提出了一种基于混沌的故障检测策略,尝试对输入数据进行混沌映射处理。将滚珠轴承系统中不同状态的数据输入到该系统中,生成不同类型的三维相位肖像,便于进一步分类。仿真结果表明,该策略具有良好的性能。
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引用次数: 4
Wearable wireless physiological monitoring and emergency system 可穿戴无线生理监测及应急系统
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606759
N. Chou, I. Wu, Yinsheng Liao, A. H. Li
Currently automated external defibrillator devices have been frequently equipped in public. However, few people feel comfortable using it when needed. Most people will wait for the paramedical personnel to operate the device, and it will lose the golden period for resuscitation. For the high-risk patients, cardiac events often happen unexpectedly. According to this scenario, we design a prototype system as a portal AED, which can display 5 different physiological information on the smart devices and release the electrical shock wave by the electrode pad patching on the patient by the remote control. This device can monitor the high risk patients under the surveillance of telemedical professionals and initiate the electrical shock if required.
目前,公共场所经常配备自动体外除颤器。然而,很少有人在需要的时候使用它。大多数人会等待医护人员操作设备,这样就失去了复苏的黄金期。对于高危患者,心脏事件的发生往往出乎意料。根据这一场景,我们设计了一个门户AED原型系统,可以在智能设备上显示5种不同的生理信息,并通过遥控器将电极垫贴在患者身上释放电击波。该装置可以在远程医疗专业人员的监护下监测高危患者,并在需要时启动电击。
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引用次数: 0
Collision avoidance assist control for two-wheel vehicle robots by control barrier function 基于控制屏障功能的两轮车机器人避碰辅助控制
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606761
Motoi Igarashi, Hisakazu Nakamura
Human assist control for a system driven by a human operator has attracted much attention. Also, a quadratic programming method using a control barrier function has been proposed. The human assist control using the control barrier function guarantees the safety of the system; however, the control is the minimum among safety inputs. In this research, we propose a method of human assist control for a two-wheel mobile robot using a control barrier function. The effectiveness of the method was demonstrated in a computer simulation.
人工辅助控制是一种由人工操作人员驱动的系统,已引起人们的广泛关注。此外,还提出了一种利用控制障碍函数的二次规划方法。采用控制屏障功能的人工辅助控制,保证了系统的安全性;然而,在安全输入中,控制是最小的。在本研究中,我们提出了一种利用控制障碍函数对两轮移动机器人进行人类辅助控制的方法。通过计算机仿真验证了该方法的有效性。
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引用次数: 9
Optimal Mobile Sink Path Planning for Heterogeneous Wireless Sensor Networks 异构无线传感器网络的最优移动汇聚路径规划
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606779
Chwan-Lu Tseng, Che-Shen Cheng, Yu-Hsien Hsu, Bing-Hung Yang, Chia-Chih Chung
Along with the rapid development of wireless sensor networks, various applications are getting widespread. Since some of the applications involve with vibration signal, image or video transmissions, sensor nodes with different load burdens and the resulted energy holes should be taken into account. Considering the node energy uniformity of the deployment field and the prolongation of the network lifetime, an optimal mobile sink path planning problem for wireless sensor networks with heterogeneous nodes is investigated. By using the load balance and relay node techniques, a path for mobile sink moving to efficiently collect the measured data, including temperature, humidity (sensed by light-load nodes) and vibration (sensed by heavy-load nodes). Simulation results indicate that the proposed method is able to extend the network lifetime by increasing the energy uniformity, in the presence of light-load nodes and heavy-load nodes.
随着无线传感器网络的快速发展,各种应用越来越广泛。由于某些应用涉及振动信号、图像或视频传输,因此应考虑具有不同负载的传感器节点及其产生的能量孔。考虑到部署场节点能量的均匀性和网络生命周期的延长,研究了异构节点无线传感器网络的最优移动汇聚路径规划问题。通过使用负载平衡和中继节点技术,为移动sink移动提供有效收集测量数据的路径,包括温度、湿度(轻载节点感测)和振动(重载节点感测)。仿真结果表明,该方法能够提高网络的能量均匀性,从而延长网络的生存期。
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引用次数: 1
Formation Design for Third-Order Multi-Agent Systems 三阶多智能体系统的编队设计
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606733
G. Xu, G. Zhai, Chi Huang
This paper establishes a necessary and sufficient condition for designing formation in third-order multi-agent systems which are networked by digraphs. We assume that the control input of each agent is constructed based on weighted difference between its states and those of its neighbor agents, and define the desired time-varying formation with piecewise continuously differentiable vectors. By transforming the formation problem into a consensus problem and using Hurwitz polynomials with complex coefficients, we obtain the necessary and sufficient condition for the multi-agent systems to achieve the desired formation.
建立了由有向图组成的三阶多智能体系统设计队形的一个充要条件。我们假设每个智能体的控制输入是基于其状态与相邻智能体状态的加权差来构建的,并使用分段连续可微向量定义期望的时变形式。通过将编队问题转化为共识问题,利用复系数的Hurwitz多项式,得到了多智能体系统达到理想编队的充分必要条件。
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引用次数: 0
The robot for recycling based on machine learning 基于机器学习的回收机器人
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606758
Yu-Ping Liao, Ruei-Chang Lu, Sheng-Ying Wu, Ping-En Cheng, Guo-Cheng Xu
After a large-scale events, trash (e.g., bottles and cans) often accumulates at the event venue. Manually cleaning this trash can be labor and time intensive. To aid environmental protection and reduced pollution, we designed a robot to categorize items for recycling. It automatically identifies objects and their locations on the basis of the depth image, grabs them with its mechanical arm, and finally, places them in the corresponding recycling bin. The robot is based on depth imaging technology with a deep learning algorithm for recognition and categorization.
大型活动结束后,垃圾(如瓶子和易拉罐)往往会堆积在活动场地。手动清理这些垃圾既费时又费力。为了帮助环境保护和减少污染,我们设计了一个机器人来分类回收物品。它根据深度图像自动识别物体及其位置,并用机械臂抓取物体,最后放入相应的回收箱中。该机器人基于深度成像技术,采用深度学习算法进行识别和分类。
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引用次数: 3
Modeling of notched variable stiffness continuum flexible Snake-like Robot 缺口变刚度连续柔性蛇形机器人建模
Pub Date : 2018-11-01 DOI: 10.1109/CACS.2018.8606745
Juwei Huang, Hongwei Wang, Long Cui, Shen Tian, Feng Zhang
Flexible snake-like robot is the research frontier of minimally invasive surgical robot system. In this paper, we discussed the structure of a notched continuum flexible snake –like robot. According to the constant curvature hypothesis, the kinematics model has been established, and its workspace was estimated. When the robot has equal stiffness, due to the effect of internal and external factors, the deformation does not reach the arc state. In order to improve the deformation, and make closer to the arc, we use the method of changing the stiffness of Robot in structure. Verification by finite element analysis and experiment, the results show that the notch continuum flexible snake-like robot variable stiffness makes the deformation is closer to the l / 2 arc, it is proved that the effectiveness of the improved snake robot is verified.
柔性蛇形机器人是微创手术机器人系统的研究前沿。本文讨论了一种带缺口连续体的蛇形柔性机器人的结构。根据常曲率假设,建立了机器人的运动学模型,并对其工作空间进行了估计。当机器人具有等刚度时,由于内外因素的影响,变形没有达到圆弧状态。为了改善机器人的变形,使其更接近圆弧,我们在结构上采用了改变机器人刚度的方法。通过有限元分析和实验验证,结果表明缺口连续柔性蛇形机器人变刚度使其变形更接近l / 2弧线,验证了改进蛇形机器人的有效性。
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引用次数: 6
期刊
2018 International Automatic Control Conference (CACS)
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