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Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91最新文献

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A neural framework for robot motor planning 机器人运动规划的神经网络框架
S. Pagliano, V. Sanguineti, P. Morasso
A computational model is proposed for trajectory planning of redundant robots starting from studies about synergy generation in human motor system. Based on the passive motion paradigm (PMP), i.e., on an analogic mechanism, the model shows a good representational power and is able to manage several robot motor planning problems. Such a connectionist model shows analogies with several neural network paradigms, in particular relaxation, and can be expressed in terms of neuron-like processing elements.<>
从人体运动系统协同产生的研究出发,提出了冗余机器人轨迹规划的计算模型。基于被动运动范式(PMP),即基于类比机构,该模型显示出良好的表征能力,能够管理多个机器人运动规划问题。这种连接主义模型显示了与几个神经网络范例的相似性,特别是松弛,并且可以用类神经元处理元素来表示。
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引用次数: 1
Learning control based on local linearization by using DFT 基于局部线性化的DFT学习控制
T. Manabe, F. Miyazaki
Discusses a new type of learning control scheme for a class of discrete-time nonlinear system. The algorithm of the proposed learning control utilizes a local linearization technique by using a discrete Fourier transform (DFT) to design a learning operator and the numerical function iterative techniques. The secant method is used, which can find the best learning operator by itself at each learning step, in other words, at each calculation step of iteration. This proposed learning algorithm has been extensively tested by simulation on the computer.<>
讨论了一类离散非线性系统的一种新的学习控制方案。所提出的学习控制算法采用局部线性化技术,采用离散傅立叶变换(DFT)设计学习算子和数值函数迭代技术。采用割线法,在每一个学习步骤,即迭代的每一个计算步骤,都能自行找到最优的学习算子。提出的学习算法已经在计算机上进行了广泛的仿真测试。
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引用次数: 17
Planning of vision and motion for a mobile robot using a probabilistic model of uncertainty 基于不确定性概率模型的移动机器人视觉与运动规划
J. Miura, Y. Shirai
The authors propose a framework of unified planning of vision and motion with uncertainty. They use a probabilistic model to represent uncertainty and use statistical decision theory to make a unified plan of vision and motion. They describe a method of predicting the information acquired by a sensing operation and formulate the planning problem in a recurrence formula. They analyze vision-motion planning problem in a simple example and conclude that the combination of dynamic programming and hill-climbing is useful. Simulation results show the validity of the approach.<>
提出了一种具有不确定性的视觉与运动统一规划框架。他们使用概率模型来表示不确定性,并使用统计决策理论来制定视觉和运动的统一计划。他们描述了一种预测由传感操作获得的信息的方法,并用递归公式将规划问题公式化。他们通过一个简单的例子分析了视觉运动规划问题,并得出动态规划与爬坡相结合的结论。仿真结果表明了该方法的有效性。
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引用次数: 14
Stable contact control of multi-degrees-of-freedom linear manipulator with collision phenomena 具有碰撞现象的多自由度线性机械臂稳定接触控制
Y. Shoji, M. Inaba, T. Fukuda
A methodology using the Lyapunov direct method is proposed to analyze the stability of an n-D.O.F. linear manipulator system which is positioned on a flexible wall with collision phenomenon. A methodology to determine the control law of the manipulator which guarantees the system stability is also discussed. As collision is a phenomenon with energy dissipation, it is used in the field of industry for such purposes that suppress vibrations. On the other hand, in the field of robotics, the phenomenon is considered to be avoided, because the controllability of the system becomes poorer at contact. But in the case that the demands for fast tasks against environment increases, collision becomes the problem which should be solved. In previous reports, some approaches using the Lyapunov method were discussed. This report expands the manipulator complexity to n-DOF and proves the stability of the system even including collision. Some numerical simulations were also executed to show the transient behavior of the system and to compare with the result of the theoretical analysis.<>
提出了一种利用李雅普诺夫直接法分析n- dof稳定性的方法。直线机械手系统定位在有碰撞现象的柔性壁面上。讨论了保证系统稳定性的机械臂控制律的确定方法。由于碰撞是一种能量耗散的现象,因此在工业领域中用于抑制振动的目的。另一方面,在机器人领域,这种现象被认为是可以避免的,因为系统的可控性在接触时会变差。但是随着对环境的快速任务要求的增加,碰撞问题就成为了必须解决的问题。在以前的报告中,讨论了使用李亚普诺夫方法的一些方法。本文将机械臂的复杂度扩展到n-DOF,并证明了系统在包含碰撞时的稳定性。数值模拟显示了系统的瞬态特性,并与理论分析结果进行了比较
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引用次数: 3
Study of quadruped walking robot climbing and walking down slope 四足步行机器人爬坡与下坡行走研究
Junmin Pan, Junshi Cheng
Presents an experimental study of climbing and walking down a slope by the JTUWM-II quadruped robot. A scheme by which the walking robot detects the slope and measures the gradient of the slope with tactile sensors is proposed. An algorithm for the body to turn parallel with the sloping surface is developed. In the transition area gait adjustment is made for stable walking. Also the maximum gradient of the slope for the robot and the optimum body height are given.<>
介绍了JTUWM-II型四足机器人爬坡行走的实验研究。提出了一种利用触觉传感器检测斜坡并测量斜坡坡度的步行机器人方案。提出了一种车身与斜面平行转弯的算法。在过渡区进行步态调整以稳定行走。给出了机器人的最大坡度和最佳体高。
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引用次数: 17
An active method for estimating the pose of an object grasped by a robot 一种估计机器人抓取物体姿态的主动方法
S. Hirai, Tadataka Asakawa
Proposes a method to estimate hand-to-object transformation for a hand-eye system. The method estimates hand-to-object transformation by achieving rotation about a fixed point on the object. The primary feature of the method is that the obtained estimation is almost free from visual measurement error. Several experimental results are also included.<>
提出了一种估计手眼系统手到目标变换的方法。该方法通过实现物体上一个固定点的旋转来估计手到物体的变换。该方法的主要特点是得到的估计几乎没有视觉测量误差。本文还包括了几个实验结果。
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引用次数: 0
A model for observing a moving agent 一种观察移动介质的模型
T. Sobh, R. Bajcsy
The authors address the problem of observing a moving agent. In particular, they propose a system for observing a manipulation process, where a robot hand manipulates an object. A discrete event dynamic system framework is developed for the hand/object interaction over time and a stabilizing observer is constructed. Low-level modules are developed for recognizing the 'events' that cause state transitions within the dynamic manipulation system. The work examines closely the possibilities for errors, mistakes and uncertainties in the manipulation system, observer construction process and event identification mechanisms. The system utilizes different tracking techniques in order to observe and recognize the task in an active, adaptive and goal-directed manner.<>
作者解决了观察移动介质的问题。特别是,他们提出了一个观察操作过程的系统,在这个过程中,机器人的手操纵着一个物体。针对手/物随时间的相互作用,建立了离散事件动态系统框架,并构造了稳定观测器。开发低级模块是为了识别导致动态操作系统中状态转换的“事件”。这项工作仔细研究了操作系统、观察者构建过程和事件识别机制中出现错误、错误和不确定性的可能性。该系统利用不同的跟踪技术,以主动、自适应和目标导向的方式观察和识别任务。
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引用次数: 15
Automatic grasping and regrasping by space characterization for pick-and-place operations 通过空间特征自动抓取和再抓取,用于拾取和放置操作
H. Terasaki, T. Hasegawa, Hironobu Takahashi, T. Arakawa
This paper describes a method of planning grasps for parallel two-fingered grippers in order to pick up user-specified objects and place them at user-specified configurations. By characterizing local space around gripping positions, the method can plan grasps where the hand can move as freely as possible and then easily plan a path. It can plan regrasping where the grasps themselves and the regrasping placements are computed flexibly according to the environment. It can plan minimal sequences of regraspings for objects that have rotational symmetries.<>
本文描述了一种规划平行双指抓取器的抓取方法,以便抓取用户指定的对象并将其放置在用户指定的配置位置。通过表征抓握位置周围的局部空间,该方法可以规划手可以尽可能自由移动的抓握点,然后轻松规划路径。它可以根据环境灵活地计算抓取本身和再抓取位置,从而规划再抓取。它可以为具有旋转对称性的物体规划最小的重新抓取序列。
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引用次数: 12
Motion estimation of a block-shaped rigid object for robot vision 面向机器人视觉的块形刚性物体运动估计
M. Terauchi, Koji Ito, T. Joko, T. Tsuji
Proposes a new conventional method to reconstruct 3D motion of rigid polyhedral objects from a sequence of monocular images. In general the problem is ill-posed, therefore additional information is required to recover depth. The authors utilize line correspondence between sequential images and existence of parallel line segments in the scene. The relation between the coordinates of points can be described only by a rotation matrix, if it is formulated relatively. Then if there exists a pair of parallel line segments, the matrix can be solved by using linear equations. After that the translation vector is computed. It is necessary that there exists at least one pair of parallel line segments in the scene in order to obtain motion parameters. They also propose the method to extract pairs of parallel line segments in the image. Finally some experimental results for simulated data are demonstrated.<>
提出了一种从单眼图像序列中重建刚性多面体物体三维运动的新方法。一般来说,问题是不适定的,因此需要额外的信息来恢复深度。作者利用序列图像之间的直线对应关系和场景中存在的平行线段。点坐标之间的关系只能用旋转矩阵来描述,如果它是相对表述的。然后,如果存在一对平行线段,则可以用线性方程求解矩阵。然后计算平移向量。为了获得运动参数,场景中必须至少存在一对平行线段。他们还提出了提取图像中平行线段对的方法。最后给出了一些模拟数据的实验结果。
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引用次数: 0
Segmentation of a 3D scene into free areas and object surfaces by using occluded edges of trinocular stereo 利用三维立体的遮挡边缘将三维场景分割为自由区域和物体表面
T. Echigo
Proposes a new approach in which a 3D scene is segmented into free areas and object surfaces using: (1) sparse data which are obtained from trinocular stereo; and (2) occluded edges which can not be seen from at least one of the three cameras. Trinocular stereo is employed not only because it is more reliable for finding correspondences than binocular stereo, but also because it clearly classifies edge segments into 3D edge segments which can be seen from all three cameras and ones which can not be seen from at least one of the three cameras. The approach proposed consists of three steps: (1) to obtain free areas by using 3D edge segments which can be seen from all three cameras; (2) the free areas can be expanded by using edges occluded from at least one of the three cameras; and (3) to determine object surfaces. It is necessary to determine whether the 3D edge segments are occluding boundaries by using occluded edges which can not be seen from one of the cameras. One side of an occluding boundary can be taken to be an object surface. Therefore, object surfaces can be inferred using the occluded edges in trinocular stereo.<>
提出了一种将三维场景分割为自由区域和物体表面的新方法:(1)利用三视体获得的稀疏数据;(2)被遮挡的边缘,从三个相机中至少有一个无法看到。采用三眼立体不仅是因为它比双目立体更可靠地找到对应关系,而且还因为它清楚地将边缘段分为三个相机都能看到的3D边缘段和三个相机中至少一个不能看到的3D边缘段。该方法分为三个步骤:(1)利用三台摄像机都能看到的三维边缘片段获得自由区域;(2)可以利用三个相机中至少一个相机遮挡的边缘来扩展自由区域;(3)确定物体表面。有必要利用某一台摄像机无法看到的被遮挡的边缘来判断三维边缘段是否为遮挡边界。遮挡边界的一侧可以作为物体表面。因此,在三视立体中,物体表面可以通过被遮挡的边缘推断出来
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引用次数: 6
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Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91
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