首页 > 最新文献

2019 International Conference on Robotics and Automation (ICRA)最新文献

英文 中文
Passive Dynamic Object Locomotion by Rocking and Walking Manipulation 摇摆和行走操纵的被动动态物体运动
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8794163
Abdullah Nazir, Jungwon Seo
This paper presents a novel robotic manipulation technique for transporting objects on the ground in a passive dynamic, nonprehensile manner. The object is manipulated to rock from side to side repeatedly; in the meantime, the force of gravity enables the object to roll along a zigzag path that is eventually heading forward. We call it rock-and-walk object locomotion. First, we examine the kinematics and dynamics of the rocking motion to understand how the states of the object evolve. We then discuss how to control the robot to connect individual rocking motions into a stable gait of the object. Our rock-and-walk object transportation technique is implemented using a conventional manipulator arm and a simple endeffector, interacting with the object in a nonprehensile manner in favor of the passive dynamics of the object. A set of experiments demonstrates successful object locomotion.
提出了一种被动、动态、不可抓取的地面物体搬运机器人操作技术。物体被操纵反复地左右摇摆;与此同时,重力使物体沿之字形路径滚动,最终朝向前方。我们称之为岩石行走物体运动。首先,我们研究了摇摆运动的运动学和动力学,以了解物体的状态如何演变。然后我们讨论了如何控制机器人将个体摇摆运动连接到物体的稳定步态中。我们的岩石行走物体运输技术是使用传统的机械臂和一个简单的effeffector来实现的,它以一种不可抓握的方式与物体相互作用,有利于物体的被动动力学。一组实验证明了成功的物体运动。
{"title":"Passive Dynamic Object Locomotion by Rocking and Walking Manipulation","authors":"Abdullah Nazir, Jungwon Seo","doi":"10.1109/ICRA.2019.8794163","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8794163","url":null,"abstract":"This paper presents a novel robotic manipulation technique for transporting objects on the ground in a passive dynamic, nonprehensile manner. The object is manipulated to rock from side to side repeatedly; in the meantime, the force of gravity enables the object to roll along a zigzag path that is eventually heading forward. We call it rock-and-walk object locomotion. First, we examine the kinematics and dynamics of the rocking motion to understand how the states of the object evolve. We then discuss how to control the robot to connect individual rocking motions into a stable gait of the object. Our rock-and-walk object transportation technique is implemented using a conventional manipulator arm and a simple endeffector, interacting with the object in a nonprehensile manner in favor of the passive dynamics of the object. A set of experiments demonstrates successful object locomotion.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"79 3","pages":"7926-7932"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72583473","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
Experimental Evaluation of Teleoperation Interfaces for Cutting of Satellite Insulation 卫星绝缘切割远程操作接口的实验评价
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793968
Will Pryor, Balázs P. Vágvölgyi, William Gallagher, A. Deguet, S. Léonard, L. Whitcomb, P. Kazanzides
On-orbit servicing of satellites is complicated by the fact that almost all existing satellites were not designed to be serviced. This creates a number of challenges, one of which is to cut and partially remove the protective thermal blanketing that encases a satellite prior to performing the servicing operation. A human operator on Earth can perform this task telerobotically, but must overcome difficulties presented by the multi-second round-trip telemetry delay between the satellite and the operator and the limited, or even obstructed, views from the available cameras.This paper reports the results of ground-based experiments with trained NASA robot teleoperators to compare our recently-reported augmented virtuality visualization to the conventional camera-based visualization. We also compare the master console of a da Vinci surgical robot to the conventional teleoperation interface. The results show that, for the cutting task, the augmented virtuality visualization can improve operator performance compared to the conventional visualization, but that operators are more proficient with the conventional control interface than with the da Vinci master console.
卫星在轨服务由于几乎所有现有卫星的设计都不是为了提供服务而复杂化。这带来了许多挑战,其中之一是在进行维修操作之前切割并部分去除包裹卫星的保护性热覆盖物。地球上的人类操作员可以用遥控技术完成这项任务,但必须克服卫星和操作员之间的多秒往返遥测延迟以及现有摄像机的有限甚至是受阻的视野所带来的困难。本文报告了训练有素的NASA机器人远程操作员的地面实验结果,以比较我们最近报道的增强虚拟可视化与传统的基于摄像机的可视化。我们还比较了达芬奇手术机器人的主控制台与传统的远程操作界面。结果表明,对于切割任务,增强虚拟可视化比传统可视化可以提高操作员的性能,但操作员对传统控制界面的熟练程度高于对达芬奇主控制台的熟练程度。
{"title":"Experimental Evaluation of Teleoperation Interfaces for Cutting of Satellite Insulation","authors":"Will Pryor, Balázs P. Vágvölgyi, William Gallagher, A. Deguet, S. Léonard, L. Whitcomb, P. Kazanzides","doi":"10.1109/ICRA.2019.8793968","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793968","url":null,"abstract":"On-orbit servicing of satellites is complicated by the fact that almost all existing satellites were not designed to be serviced. This creates a number of challenges, one of which is to cut and partially remove the protective thermal blanketing that encases a satellite prior to performing the servicing operation. A human operator on Earth can perform this task telerobotically, but must overcome difficulties presented by the multi-second round-trip telemetry delay between the satellite and the operator and the limited, or even obstructed, views from the available cameras.This paper reports the results of ground-based experiments with trained NASA robot teleoperators to compare our recently-reported augmented virtuality visualization to the conventional camera-based visualization. We also compare the master console of a da Vinci surgical robot to the conventional teleoperation interface. The results show that, for the cutting task, the augmented virtuality visualization can improve operator performance compared to the conventional visualization, but that operators are more proficient with the conventional control interface than with the da Vinci master console.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"24 1","pages":"4775-4781"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74082376","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: 9
Composition of Local Potential Functions with Reflection 具有反射的局部势函数的合成
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793807
A. Stager, H. Tanner
This paper suggests reflections can be practically useful if they are included in planning for collision capable robot platforms. By modifying a proven strategy for navigation with reflections we maintain global convergence results and reach the goal in less time. An algorithm for identifying reflection surfaces for a given cell decomposition is reported. Baseline and reflected scenarios are compared for two different cell decompositions. Omnipuck, a reflection capable omnidirectional robot meant to store and release impact energy, is used to obtain experimental results and draw conclusions for future work.
本文认为,如果将反射纳入具有碰撞能力的机器人平台的规划中,那么反射在实际中是有用的。通过修改一个经过验证的导航策略,我们可以保持全局收敛的结果,并在更短的时间内达到目标。本文报道了一种用于识别给定细胞分解的反射面的算法。比较了两种不同细胞分解的基线和反射情景。Omnipuck是一种具有反射能力的全向机器人,用于存储和释放冲击能量,并获得实验结果,为今后的工作得出结论。
{"title":"Composition of Local Potential Functions with Reflection","authors":"A. Stager, H. Tanner","doi":"10.1109/ICRA.2019.8793807","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793807","url":null,"abstract":"This paper suggests reflections can be practically useful if they are included in planning for collision capable robot platforms. By modifying a proven strategy for navigation with reflections we maintain global convergence results and reach the goal in less time. An algorithm for identifying reflection surfaces for a given cell decomposition is reported. Baseline and reflected scenarios are compared for two different cell decompositions. Omnipuck, a reflection capable omnidirectional robot meant to store and release impact energy, is used to obtain experimental results and draw conclusions for future work.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"53 1","pages":"5558-5564"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77551711","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: 7
WISDOM: WIreless Sensing-assisted Distributed Online Mapping 智慧:无线传感辅助分布式在线地图
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793932
Charuvahan Adhivarahan, Karthik Dantu
Spatial sensing is a fundamental requirement for applications in robotics and augmented reality. In urban spaces such as malls, airports, apartments, and others, it is quite challenging for a single robot to map the whole environment. So, we employ a swarm of robots to perform the mapping. One challenge with this approach is merging sub-maps built by each robot. In this work, we use wireless access points, which are ubiquitous in most urban spaces, to provide us with coarse orientation between sub-maps, and use a custom ICP algorithm to refine this orientation to merge them. We demonstrate our approach with maps from a building on campus and evaluate it using two metrics. Our results show that, in the building we studied, we can achieve an average Absolute Trajectory error of 0.2m in comparison to a map created by a single robot and average Root Mean Square mapping error of 1.3m from ground truth landmark locations.
空间传感是机器人技术和增强现实技术应用的基本要求。在商场、机场、公寓等城市空间,单个机器人绘制整个环境的地图是相当具有挑战性的。因此,我们使用一群机器人来执行映射。这种方法的一个挑战是合并每个机器人构建的子地图。在这项工作中,我们使用在大多数城市空间中无处不在的无线接入点,为我们提供子地图之间的粗略方向,并使用自定义ICP算法来改进该方向以合并它们。我们用校园内一栋建筑的地图展示了我们的方法,并使用两个指标对其进行评估。我们的研究结果表明,在我们所研究的建筑物中,与单个机器人创建的地图相比,我们可以实现平均的绝对轨迹误差为0.2m,与地面真实地标位置的平均均方根误差为1.3m。
{"title":"WISDOM: WIreless Sensing-assisted Distributed Online Mapping","authors":"Charuvahan Adhivarahan, Karthik Dantu","doi":"10.1109/ICRA.2019.8793932","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793932","url":null,"abstract":"Spatial sensing is a fundamental requirement for applications in robotics and augmented reality. In urban spaces such as malls, airports, apartments, and others, it is quite challenging for a single robot to map the whole environment. So, we employ a swarm of robots to perform the mapping. One challenge with this approach is merging sub-maps built by each robot. In this work, we use wireless access points, which are ubiquitous in most urban spaces, to provide us with coarse orientation between sub-maps, and use a custom ICP algorithm to refine this orientation to merge them. We demonstrate our approach with maps from a building on campus and evaluate it using two metrics. Our results show that, in the building we studied, we can achieve an average Absolute Trajectory error of 0.2m in comparison to a map created by a single robot and average Root Mean Square mapping error of 1.3m from ground truth landmark locations.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"15 1","pages":"8026-8033"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82599655","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: 6
Azimuthal Shear Deformation of a Novel Soft Fiber-reinforced Rotary Pneumatic Actuator 一种新型软纤维增强旋转气动执行器的方位剪切变形
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8794431
Young Min Lee, H. Lee, H. Moon, Hyoukryeol Choi, J. Koo
The Elastic Inflatable Actuators (EIAs) has several advantages such as the inherent compliance due to the body comprised of a soft materials such as silicone. Among them, the soft fiber reinforced actuator is based on the principle that the expansion of enclosure and constraint of fiber pattern lead to a desired operation. While lots of researches on the actuator has been attributed to linear and bending motions, however, there are only few researches on rotary, or torsional, motions. In this paper, we propose a new actuator that causes azimuthal deformation due to restriction of anisotropically distributed fiber element along the radial direction and expansion of the hyper elastic material. Structure design of the actuator and a fabrication process of the actuator are presented. Subsequently, FEM simulation and experiment are executed to measure rotation angles of the actuators corresponding to the applied pressure.
弹性充气致动器(eia)有几个优点,如固有的顺应性,由于主体组成的软材料,如硅胶。其中,软纤维增强致动器是基于外壳的膨胀和纤维图案的约束导致预期操作的原理。对作动器的研究大多集中在直线运动和弯曲运动上,而对旋转运动或扭转运动的研究却很少。本文提出了一种新型致动器,该致动器由于纤维元件沿径向各向异性分布的限制和超弹性材料的膨胀而引起方位变形。介绍了作动器的结构设计和制作工艺。在此基础上,进行了有限元仿真和实验,测量了执行机构在施加压力时的转角。
{"title":"Azimuthal Shear Deformation of a Novel Soft Fiber-reinforced Rotary Pneumatic Actuator","authors":"Young Min Lee, H. Lee, H. Moon, Hyoukryeol Choi, J. Koo","doi":"10.1109/ICRA.2019.8794431","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8794431","url":null,"abstract":"The Elastic Inflatable Actuators (EIAs) has several advantages such as the inherent compliance due to the body comprised of a soft materials such as silicone. Among them, the soft fiber reinforced actuator is based on the principle that the expansion of enclosure and constraint of fiber pattern lead to a desired operation. While lots of researches on the actuator has been attributed to linear and bending motions, however, there are only few researches on rotary, or torsional, motions. In this paper, we propose a new actuator that causes azimuthal deformation due to restriction of anisotropically distributed fiber element along the radial direction and expansion of the hyper elastic material. Structure design of the actuator and a fabrication process of the actuator are presented. Subsequently, FEM simulation and experiment are executed to measure rotation angles of the actuators corresponding to the applied pressure.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"22 1","pages":"7409-7414"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85682296","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
A Simple but Robust Impedance Controller for Series Elastic Actuators 一种简单而鲁棒的串联弹性作动器阻抗控制器
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793809
Dongwon Kim, Kyung Koh, G. Cho, Li-Qun Zhang
This study presents an impedance controller for series elastic actuators (SEAs), using the singular perturbation (SP) theory and time-delay estimation (TDE) technique. While the SP theory attenuates the requirement for states to be measured, the TDE technique eliminates the requirement for identifying system parameters. Through a numerical analysis and experimental validation, we demonstrate that the proposed controller produces satisfactory tracking performance while–at the same time–pursues wider operational bandwidth and lower driving-point impedance.
利用奇异摄动(SP)理论和时延估计(TDE)技术,提出了一种串联弹性致动器(SEAs)的阻抗控制器。SP理论降低了对待测状态的要求,而TDE技术消除了识别系统参数的要求。通过数值分析和实验验证,我们证明了所提出的控制器在追求更宽的操作带宽和更低的驱动点阻抗的同时,具有令人满意的跟踪性能。
{"title":"A Simple but Robust Impedance Controller for Series Elastic Actuators","authors":"Dongwon Kim, Kyung Koh, G. Cho, Li-Qun Zhang","doi":"10.1109/ICRA.2019.8793809","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793809","url":null,"abstract":"This study presents an impedance controller for series elastic actuators (SEAs), using the singular perturbation (SP) theory and time-delay estimation (TDE) technique. While the SP theory attenuates the requirement for states to be measured, the TDE technique eliminates the requirement for identifying system parameters. Through a numerical analysis and experimental validation, we demonstrate that the proposed controller produces satisfactory tracking performance while–at the same time–pursues wider operational bandwidth and lower driving-point impedance.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"17 1","pages":"3059-3065"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80869105","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
On the role of wearable haptics for force feedback in teleimpedance control for dual-arm robotic teleoperation 可穿戴触觉力反馈在双臂机器人遥操作遥阻抗控制中的作用
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793652
Janelle P. Clark, G. Lentini, F. Barontini, M. Catalano, M. Bianchi, M. O'Malley
Robotic teleoperation enables humans to safely complete exploratory procedures in remote locations for applications such as deep sea exploration or building assessments following natural disasters. Successful task completion requires meaningful dual arm robotic coordination and proper understanding of the environment. While these capabilities are inherent to humans via impedance regulation and haptic interactions, they can be challenging to achieve in telerobotic systems. Teleimpedance control has allowed impedance regulation in such applications, and bilateral teleoperation systems aim to restore haptic sensation to the operator, though often at the expense of stability or workspace size. Wearable haptic devices have the potential to apprise the operator of key forces during task completion while maintaining stability and transparency. In this paper, we evaluate the impact of wearable haptics for force feedback in teleimpedance control for dual-arm robotic teleoperation. Participants completed a peg-in-hole, box placement task, aiming to seat as many boxes as possible within the trial period. Experiments were conducted both transparent and opaque boxes. With the opaque box, participants achieved a higher number of successful placements with haptic feedback, and we saw higher mean interaction forces. Results suggest that the provision of wearable haptic feedback may increase confidence when visual cues are obscured.
机器人远程操作使人类能够安全地完成远程勘探程序,用于深海勘探或自然灾害后的建筑评估等应用。成功完成任务需要有意义的双臂机器人协调和对环境的正确理解。虽然这些能力是人类通过阻抗调节和触觉相互作用所固有的,但在遥控机器人系统中实现它们可能具有挑战性。远程阻抗控制允许在此类应用中进行阻抗调节,双边远程操作系统旨在恢复操作者的触觉,尽管通常以牺牲稳定性或工作空间大小为代价。可穿戴式触觉设备有可能在任务完成期间通知操作员关键力量,同时保持稳定性和透明度。在本文中,我们评估了可穿戴触觉对力反馈在双臂机器人遥操作远阻抗控制中的影响。参与者完成了一个钉在洞里的盒子放置任务,目标是在试验期间尽可能多地放置盒子。实验分别在透明盒和不透明盒中进行。在不透明的盒子中,参与者通过触觉反馈获得了更多的成功放置,我们看到了更高的平均相互作用力。结果表明,提供可穿戴的触觉反馈可能会增加信心,当视觉线索模糊不清。
{"title":"On the role of wearable haptics for force feedback in teleimpedance control for dual-arm robotic teleoperation","authors":"Janelle P. Clark, G. Lentini, F. Barontini, M. Catalano, M. Bianchi, M. O'Malley","doi":"10.1109/ICRA.2019.8793652","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793652","url":null,"abstract":"Robotic teleoperation enables humans to safely complete exploratory procedures in remote locations for applications such as deep sea exploration or building assessments following natural disasters. Successful task completion requires meaningful dual arm robotic coordination and proper understanding of the environment. While these capabilities are inherent to humans via impedance regulation and haptic interactions, they can be challenging to achieve in telerobotic systems. Teleimpedance control has allowed impedance regulation in such applications, and bilateral teleoperation systems aim to restore haptic sensation to the operator, though often at the expense of stability or workspace size. Wearable haptic devices have the potential to apprise the operator of key forces during task completion while maintaining stability and transparency. In this paper, we evaluate the impact of wearable haptics for force feedback in teleimpedance control for dual-arm robotic teleoperation. Participants completed a peg-in-hole, box placement task, aiming to seat as many boxes as possible within the trial period. Experiments were conducted both transparent and opaque boxes. With the opaque box, participants achieved a higher number of successful placements with haptic feedback, and we saw higher mean interaction forces. Results suggest that the provision of wearable haptic feedback may increase confidence when visual cues are obscured.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"25 1","pages":"5187-5193"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79841128","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: 13
On Parameter Estimation of Space Manipulator Systems with Flexible Joints Using the Energy Balance* 基于能量平衡的柔性关节空间机械臂系统参数估计
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793960
Kostas Nanos, E. Papadopoulos
The parameter estimation of space manipulator systems on orbit is studied, whose manipulators are subject to joint flexibilities. To improve path planning and tracking capabilities, advanced control strategies that benefit from the knowledge of system parameters are required. These parameters include the system inertial parameters as well as the stiffness and damping parameters, which describe joint flexibilities. During operation some of these parameters may change or be unknown. Estimation methods based on the equations of motion are sensitive to noise, while methods based on the angular momentum conservation, while they are tolerant to noise, they cannot estimate the parameters that describe joint flexibilities. A parameter estimation method, based on the energy balance, applied during the motion of a space flexible-joint manipulator system in the free-floating mode, is developed. The method is tolerant to noise and can reconstruct the system full dynamics. It is shown that the parameters estimated by the proposed method can describe the system dynamics fully. The application of the developed method is valid for spatial systems; it is illustrated by a planar 7 degrees of freedom (DoF) example system.
研究了受关节柔性约束的轨道空间机械臂系统的参数估计问题。为了提高路径规划和跟踪能力,需要从系统参数知识中获益的高级控制策略。这些参数包括系统的惯性参数以及描述关节柔性的刚度和阻尼参数。在操作过程中,这些参数中的一些可能会改变或未知。基于运动方程的估计方法对噪声敏感,而基于角动量守恒的估计方法虽然对噪声有一定的容忍度,但无法估计描述关节柔性的参数。提出了一种基于能量平衡的空间柔性关节机械臂系统自由漂浮运动参数估计方法。该方法对噪声有较强的容忍度,能对系统进行全动态重构。结果表明,该方法所估计的参数能较好地描述系统的动力学特性。该方法适用于空间系统;并以平面7自由度系统为例进行了说明。
{"title":"On Parameter Estimation of Space Manipulator Systems with Flexible Joints Using the Energy Balance*","authors":"Kostas Nanos, E. Papadopoulos","doi":"10.1109/ICRA.2019.8793960","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793960","url":null,"abstract":"The parameter estimation of space manipulator systems on orbit is studied, whose manipulators are subject to joint flexibilities. To improve path planning and tracking capabilities, advanced control strategies that benefit from the knowledge of system parameters are required. These parameters include the system inertial parameters as well as the stiffness and damping parameters, which describe joint flexibilities. During operation some of these parameters may change or be unknown. Estimation methods based on the equations of motion are sensitive to noise, while methods based on the angular momentum conservation, while they are tolerant to noise, they cannot estimate the parameters that describe joint flexibilities. A parameter estimation method, based on the energy balance, applied during the motion of a space flexible-joint manipulator system in the free-floating mode, is developed. The method is tolerant to noise and can reconstruct the system full dynamics. It is shown that the parameters estimated by the proposed method can describe the system dynamics fully. The application of the developed method is valid for spatial systems; it is illustrated by a planar 7 degrees of freedom (DoF) example system.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"38 1","pages":"3570-3576"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80095739","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
A Novel Iterative Learning Model Predictive Control Method for Soft Bending Actuators 柔性弯曲作动器的迭代学习模型预测控制方法
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793871
Z. Tang, H. Heung, K. Tong, Zheng Li
Soft robots attract research interests worldwide. However, its control remains challenging due to the difficulty in sensing and accurate modeling. In this paper, we propose a novel iterative learning model predictive control (ILMPC) method for soft bending actuators. The uniqueness of our approach is the ability to improve model accuracy gradually. In this method, a pseudo-rigid-body model is used to take an initial guess of the bending behavior of the actuator and the model accuracy is improved with iterative learning. Compared with conventional model free iterative learning control (ILC), the proposed method significantly reduces the learning curve. Compared with the model predictive control (MPC), the proposed method does not rely on an accurate model and it will output a satisfactory model after the learning process. A soft-elastic composite actuator (SECA) is used to validate the proposed method. Both simulation and experimental results show that the proposed method outperforms the conventional MPC and ILC.
软机器人吸引了全世界的研究兴趣。然而,由于难以感知和精确建模,其控制仍然具有挑战性。本文提出了一种针对柔性弯曲执行器的迭代学习模型预测控制(ILMPC)方法。该方法的独特之处在于能够逐步提高模型的精度。该方法采用拟刚体模型对作动器的弯曲行为进行初步猜测,并通过迭代学习提高模型精度。与传统的无模型迭代学习控制(ILC)相比,该方法显著降低了学习曲线。与模型预测控制(MPC)相比,该方法不依赖于精确的模型,经过学习过程后可以输出满意的模型。用软弹性复合驱动器(SECA)验证了该方法的有效性。仿真和实验结果表明,该方法优于传统的MPC和ILC。
{"title":"A Novel Iterative Learning Model Predictive Control Method for Soft Bending Actuators","authors":"Z. Tang, H. Heung, K. Tong, Zheng Li","doi":"10.1109/ICRA.2019.8793871","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793871","url":null,"abstract":"Soft robots attract research interests worldwide. However, its control remains challenging due to the difficulty in sensing and accurate modeling. In this paper, we propose a novel iterative learning model predictive control (ILMPC) method for soft bending actuators. The uniqueness of our approach is the ability to improve model accuracy gradually. In this method, a pseudo-rigid-body model is used to take an initial guess of the bending behavior of the actuator and the model accuracy is improved with iterative learning. Compared with conventional model free iterative learning control (ILC), the proposed method significantly reduces the learning curve. Compared with the model predictive control (MPC), the proposed method does not rely on an accurate model and it will output a satisfactory model after the learning process. A soft-elastic composite actuator (SECA) is used to validate the proposed method. Both simulation and experimental results show that the proposed method outperforms the conventional MPC and ILC.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"57 1","pages":"4004-4010"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88746111","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: 16
Yaw Torque Authority for a Flapping-Wing Micro-Aerial Vehicle 扑翼微型飞行器的偏航力矩权威
Pub Date : 2019-05-20 DOI: 10.1109/ICRA.2019.8793873
Rebecca Steinmeyer, N. P. Hyun, E. F. Helbling, R. Wood
Flapping-wing micro-aerial vehicles rely on subtle changes in the kinematics of high-frequency wing flapping to produce roll, pitch, and yaw torques. To generate yaw torque, the Harvard RoboBee changes the ratio of upstroke to downstroke speed (“split-cycling”) by applying a second harmonic to the fundamental flapping signal for each wing. However, since flapping typically occurs near resonance (for efficiency), these higher harmonics are filtered out by the transmission and actuator dynamics. Therefore, reliable yaw control authority has proven elusive. We propose a method to generate yaw torque sufficient for in-flight control by using split-cycle flapping in an “iso-lift” regime, to mitigate resonant filtering by decreasing the flapping frequency and increasing the drive voltage, which produces lift identical to typical flight conditions. We model the expected torque at iso-lift conditions and apply this method to the physical RoboBee, achieving reliable, controllable yaw torque. Finally, we demonstrate yaw control with a simple heading controller, achieving a step response with a time constant an order of magnitude faster than previous attempts.
扑翼微型飞行器依靠高频扑翼运动的细微变化来产生滚转、俯仰和偏航力矩。为了产生偏航力矩,哈佛大学的RoboBee通过对每只翅膀的基本拍动信号施加二次谐波来改变上冲程和下冲程速度的比例(“分裂循环”)。然而,由于扑动通常发生在共振附近(为了效率),这些较高的谐波被传输和执行器动力学过滤掉。因此,可靠的偏航控制权限已被证明是难以捉摸的。我们提出了一种方法,通过在“等升力”状态下使用分周期扑动来产生足够的飞行控制偏航力矩,通过降低扑动频率和增加驱动电压来减轻谐振滤波,从而产生与典型飞行条件相同的升力。我们建立了等升力条件下的预期扭矩模型,并将该方法应用于物理RoboBee,实现了可靠、可控的偏航扭矩。最后,我们用一个简单的航向控制器演示了偏航控制,实现了时间常数比以前的尝试快一个数量级的阶跃响应。
{"title":"Yaw Torque Authority for a Flapping-Wing Micro-Aerial Vehicle","authors":"Rebecca Steinmeyer, N. P. Hyun, E. F. Helbling, R. Wood","doi":"10.1109/ICRA.2019.8793873","DOIUrl":"https://doi.org/10.1109/ICRA.2019.8793873","url":null,"abstract":"Flapping-wing micro-aerial vehicles rely on subtle changes in the kinematics of high-frequency wing flapping to produce roll, pitch, and yaw torques. To generate yaw torque, the Harvard RoboBee changes the ratio of upstroke to downstroke speed (“split-cycling”) by applying a second harmonic to the fundamental flapping signal for each wing. However, since flapping typically occurs near resonance (for efficiency), these higher harmonics are filtered out by the transmission and actuator dynamics. Therefore, reliable yaw control authority has proven elusive. We propose a method to generate yaw torque sufficient for in-flight control by using split-cycle flapping in an “iso-lift” regime, to mitigate resonant filtering by decreasing the flapping frequency and increasing the drive voltage, which produces lift identical to typical flight conditions. We model the expected torque at iso-lift conditions and apply this method to the physical RoboBee, achieving reliable, controllable yaw torque. Finally, we demonstrate yaw control with a simple heading controller, achieving a step response with a time constant an order of magnitude faster than previous attempts.","PeriodicalId":6730,"journal":{"name":"2019 International Conference on Robotics and Automation (ICRA)","volume":"32 1","pages":"2481-2487"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90730017","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: 10
期刊
2019 International Conference on Robotics and Automation (ICRA)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
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
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1