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2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010)最新文献

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Motion Planning for Mobile Robots using the Human Tracking Velocity Obstacles Method 基于人跟踪速度障碍法的移动机器人运动规划
Z. Gyenes, I. Mamaev, Dongxu Yang, Emese Szádeczky-Kardoss, B. Hein
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引用次数: 1
World State-dependent Action Graph: A Representation of Action Possibility and Its Variations in Real Space based on World State 世界状态依赖的行动图:一种基于世界状态的真实空间行动可能性及其变化的表示
Yosuke Kawasaki, Masaki Takahashi
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引用次数: 0
A Geometric Approach for Partial Liquids' Pouring from a Regular Container by a Robotic Manipulator 机械臂从常规容器中倒出部分液体的几何方法
Jeeangh Reyes-Montiel, A. Marín-Hernández, Sergio Hernandez-Mendez
: Partial liquid pouring is a very useful task in many environments; however, it is still a very challenging task for autonomous mobile robots. In this work, is presented a geometric approach to accurately partial pouring by autonomous robots. While diverse approaches propose to deal with this problem measuring liquid’s volume at destination container, in this work is analyzed the geometry and initial volume of liquid at pouring container, i.e., liquid’s volume and container characteristics are known. Then based on the transversal sections volumes’ is proposed to control pouring. Proposed approach computes the cross-section areas formed by liquid in the container when this is tilted an angle θ . The geometric analysis shows that an angle-based linear control does not guarantee a regular flow to perform an accurate liquid control, since cross-sectional volumes have not linear relation with the angle θ when tilted. As it is show in this work, these volumes increase and decrease according to the tilted angle and the container characteristics. To effectively obtain a regular flow those volumes should be considered in the control phase as here is proposed.
在许多环境中,部分液体浇注是一项非常有用的任务;然而,对于自主移动机器人来说,这仍然是一项非常具有挑战性的任务。在这项工作中,提出了一种由自主机器人精确部分浇筑的几何方法。针对目的容器中液体体积的测量问题,提出了多种方法,本文分析了液体在浇注容器中的几何形状和初始体积,即已知液体体积和容器特性。在此基础上,提出了基于横截面体积的浇筑控制方法。该方法计算了当容器倾斜一个角度θ时液体在容器内形成的横截面面积。几何分析表明,由于倾斜时截面体积与角度θ没有线性关系,因此基于角度的线性控制不能保证有规律的流量来实现精确的液体控制。正如本作品所示,这些体积根据倾斜角度和容器特性而增加或减少。为了有效地获得一个规则的流动,这些体积应该在控制阶段考虑,正如这里所建议的那样。
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引用次数: 1
A Single Motor Driving and Steering Mechanism for a Transformable Bicycle 一种可变形自行车的单电机驱动转向机构
K. Sekiné, I. Mizuuchi
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引用次数: 0
Design and Validation of an Adaptive Force Control Algorithm with Parameter Estimation Unit for Electromechanical Feed Axis 机电进给轴参数估计自适应力控制算法的设计与验证
André Sewohl, Manuel Norberger, S. Sigg, H. Schlegel, M. Dix
: Production technology is characterized by the use of electromechanical feed axes, for which the concept of cascade control has become established. The concept is based on linear control engineering. It is not suitable for the control of process forces, which is associated with nonlinearities. Here, adaptive control algorithms from the field of higher control engineering represent a promising approach for improvements of manufacturing strategies and processes in terms of stability, quality, and efficiency. This can also ensure in reducing the number of parts rejected due to bad quality and thus aiding as a significant economic benefit. In this paper, the development of an adaptive control concept that automatically reacts to different and changing environmental conditions during the process is presented. The digital, parameter-adaptive controller consists of a recursive online parameter estimation unit, the controller design procedure, which is based on the setting rule for the symmetric optimum, and the control algorithm. The functionality of the adaptive control concept is demonstrated in simulation and validated by means of experiments on a test setup. It is real-time capable and implemented directly on the machine control together with all calculation algorithms.
生产技术的特点是使用机电进给轴,为此建立了串级控制的概念。这个概念是基于线性控制工程。它不适用于过程力的控制,因为过程力与非线性有关。在这里,来自高等控制工程领域的自适应控制算法代表了一种在稳定性、质量和效率方面改进制造策略和过程的有前途的方法。这也可以确保减少因质量不良而被拒绝的零件数量,从而有助于获得显着的经济效益。在本文中,提出了一种自适应控制概念的发展,该概念在过程中自动响应不同的和不断变化的环境条件。数字参数自适应控制器由递归在线参数估计单元、基于对称最优设置规则的控制器设计程序和控制算法组成。通过仿真验证了自适应控制概念的功能,并通过试验装置进行了验证。它具有实时性,可直接实现对机器的控制以及所有的计算算法。
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引用次数: 0
Identification of Gait Phases with Neural Networks for Smooth Transparent Control of a Lower Limb Exoskeleton 基于神经网络的下肢外骨骼平滑透明控制步态相位识别
Vittorio Lippi, Cristian Camardella, Alessandro Filippeschi, Francesco Porcini
Lower limbs exoskeletons provide assistance during standing, squatting, and walking. Gait dynamics, in particular, implies a change in the configuration of the device in terms of contact points, actuation, and system dynamics in general. In order to provide a comfortable experience and maximize performance, the exoskeleton should be controlled smoothly and in a transparent way, which means respectively, minimizing the interaction forces with the user and jerky behavior due to transitions between different configurations. A previous study showed that a smooth control of the exoskeleton can be achieved using a gait phase segmentation based on joint kinematics. Such a segmentation system can be implemented as linear regression and should be personalized for the user after a calibration procedure. In this work, a nonlinear segmentation function based on neural networks is implemented and compared with linear regression. An on-line implementation is then proposed and tested with a subject.
下肢外骨骼在站立、下蹲和行走时提供帮助。特别是步态动力学,意味着在接触点、驱动和系统动力学方面设备配置的改变。为了提供舒适的体验和最大限度地提高性能,外骨骼应该以平稳和透明的方式控制,这分别意味着最小化与用户的交互力和由于不同配置之间的转换而导致的不稳定行为。先前的研究表明,基于关节运动学的步态相位分割可以实现外骨骼的平滑控制。这样的分割系统可以实现线性回归,并应在校准程序后为用户个性化。在这项工作中,实现了一个基于神经网络的非线性分割函数,并与线性回归进行了比较。然后提出一个在线实现,并使用一个主题进行测试。
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引用次数: 1
Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust 基于学习与无模型的MAV阵风自适应控制
Thomas Chaffre, J. Moras, Adrien Chan-Hon-Tong, J. Marzat, K. Sammut, G. Chenadec, B. Clement
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引用次数: 4
Constrained Reachability Problems for a Planar Manipulator 平面机械臂的约束可达性问题
S. Cacace, A. C. Lai, P. Loreti
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引用次数: 2
Empirical Analysis of the Impact of Additional Padding on the Collaborative Robot Velocity Behavior in Transient Contact Cases 附加填充对瞬态接触情况下协同机器人速度行为影响的实证分析
C. Schneider, M. Seizmeir, T. Suchanek, M. Hutter-Mironovová, M. Bdiwi, M. Putz
: In this paper, a suitable measurement setup is presented and applied to conduct force and pressure measurements for transient contact cases with the shoulder at the example of lathe machine tending. Empirical measurements were executed on a selected collaborative robot’s behavior regarding allowable operating speeds under consideration of sensor sensitivity, robot collision geometry, and damping materials. Comparisons between the theoretic calculations proposed in ISO/TS 15066 and the practical measurement results present a basis for future research. With the created database, preliminary risk assessment and economic assessment procedures of collaborative machine tending cells can be facilitated.
本文提出了一种合适的测量装置,并将其应用于车床机械倾斜过程中与肩部瞬态接触情况的力和压力测量。在考虑传感器灵敏度、机器人碰撞几何形状和阻尼材料的情况下,对选定的协作机器人在允许运行速度方面的行为进行了经验测量。ISO/TS 15066中提出的理论计算与实际测量结果的比较为今后的研究提供了基础。通过建立的数据库,可以方便地进行协同机器抚育单元的初步风险评估和经济评估。
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引用次数: 0
The Furtherance of Autonomous Engineering via Reinforcement Learning 强化学习对自主工程的促进
Doris Antensteiner, Vincent Dietrich, Michael Fiegert
Engineering efforts are one of the major cost factors in today’s industrial automation systems. We present a configuration system, which grants a reduced obligation of engineering effort. Through self-learning the configuration system can adapt to various tasks by actively learning about its environment. We validate our configuration system using a robotic perception system, specifically a picking application. Perception systems for robotic applications become increasingly essential in industrial environments. Today, such systems often require tedious configuration and design from a well trained technician. These processes have to be carried out for each application and each change in the environment. Our robotic perception system is evaluated on the BOP benchmark and consists of two elements. First, we design building blocks, which are algorithms and datasets available for our configuration algorithm. Second, we implement agents (configuration algorithms) which are designed to intelligently interact with our building blocks. On an examplary industrial robotic picking problem we show, that our autonomous engineering system can reduce engineering efforts.
工程努力是当今工业自动化系统的主要成本因素之一。我们提出了一个配置系统,它减少了工程工作的义务。通过自我学习,配置系统可以通过主动学习环境来适应各种任务。我们使用机器人感知系统验证我们的配置系统,特别是采摘应用程序。机器人应用的感知系统在工业环境中变得越来越重要。如今,这样的系统通常需要训练有素的技术人员进行繁琐的配置和设计。必须对每个应用程序和环境中的每次更改执行这些过程。我们的机器人感知系统是在防喷器基准上进行评估的,它由两个元素组成。首先,我们设计构建块,这些构建块是可用于配置算法的算法和数据集。其次,我们实现代理(配置算法),它被设计成与我们的构建块智能交互。在一个工业机器人拾取问题的例子中,我们展示了我们的自主工程系统可以减少工程工作量。
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引用次数: 0
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2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010)
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