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2015 International Conference on Advanced Robotics (ICAR)最新文献

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“Olá, my name is Ana”: A study on Brazilians interacting with a receptionist robot “ol<s:1>,我叫Ana”:一项关于巴西人与接待员机器人互动的研究
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251435
G. Trovato, J. J. G. Ramos, Helio Azevedo, A. Moroni, Silvia Magossi, H. Ishii, R. Simmons, A. Takanishi
In the near future, robots are expected to perform assistive tasks and do different kind of jobs. In particular, humanoid robots are possible candidates for being used as helpers in activities of daily living. One possible employment is working as a receptionist, providing useful indications to visitors in a public office. The design of how robots could look like is a matter of growing importance, as it is important to create a look that poses no uncanny valley effects on the human user and that is appropriate to potentially serve in different job areas in human society. In this paper we want to describe the study on anthropomorphism of a receptionist robot. We invited Brazilian people with different education levels to interact with two variations of a receptionist robot, different in physical appearance as well as in the sound of the voice. In one case, the appearance was a conversational agent made with computer graphics, in the other, a real humanoid robot. Results gathered from surveys and comments of the participants provide useful directions to design a receptionist robot and insights on the effect of digital divide on anthropomorphism.
在不久的将来,机器人有望执行辅助任务,并做不同类型的工作。特别是,人形机器人有可能被用作日常生活活动的助手。一个可能的工作是做接待员,在公共办公室为来访者提供有用的指示。设计机器人的外观是一个越来越重要的问题,因为创造一种不会对人类用户造成恐怖谷效应的外观是很重要的,而且这种外观适合于人类社会的不同工作领域。在本文中,我们想描述一个接待员机器人拟人化的研究。我们邀请了不同教育程度的巴西人与两种不同的接待员机器人互动,这两种机器人在外表和声音上都有所不同。在一种情况下,外观是用计算机图形制作的对话代理,在另一种情况下,是一个真正的人形机器人。从调查和参与者的评论中收集的结果为接待员机器人的设计提供了有用的指导,并对数字鸿沟对拟人化的影响提供了见解。
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引用次数: 15
Path following with an underactuated self-balancing spherical-wheel mobile robot 欠驱动自平衡球轮移动机器人路径跟踪
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251455
Ali Nail Inal, Ö. Morgül, U. Saranlı
Reactive methods for motion planning offer robustness advantages in the presence of large disturbances for robotic systems. Unfortunately, it is difficult to generalize these reactive methods to underactuated systems and existing research predominantly focuses on solutions based on the high-gain tracking of dynamically feasible trajectories. Self-balancing mobile robots with spherical wheels, BallBot platforms, are rich examples of such underactuated mechanisms where motion planning has traditionally been done through trajectory tracking on actuated system states with little explicit feedback on external states that are not directly controlled. In this paper, we propose a reactive path-following controller for external states of such platforms, eliminating the need to follow time-parameterized state trajectories. We first define the path-following problem in general, and present how it can be realized through a parallel composition of existing, two-dimensional controllers for the BallBot morphology. We then show in simulation how this idea can be used to achieve asymptotic convergence to a linear path with a constant forward velocity. We also show how the basic idea can be generalized to more complex path shapes such as circles, towards an eventual deployment in a more complete motion planning framework based on sequential composition.
反应性运动规划方法在机器人系统存在大扰动时具有鲁棒性优势。不幸的是,这些反应性方法很难推广到欠驱动系统,现有的研究主要集中在基于动态可行轨迹高增益跟踪的解决方案上。带有球形轮的自平衡移动机器人BallBot平台是这种欠驱动机构的丰富例子,传统的运动规划是通过对驱动系统状态的轨迹跟踪来完成的,对非直接控制的外部状态几乎没有显式反馈。在本文中,我们针对这些平台的外部状态提出了一种响应路径跟踪控制器,消除了跟踪时间参数化状态轨迹的需要。我们首先定义一般的路径跟踪问题,并介绍如何通过现有的BallBot形态学的二维控制器的并行组合来实现它。然后,我们在模拟中展示了如何使用该思想来实现具有恒定向前速度的线性路径的渐近收敛。我们还展示了如何将基本思想推广到更复杂的路径形状,如圆,最终部署在基于顺序构图的更完整的运动规划框架中。
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引用次数: 3
Solving ambiguities in MDS relative localization 解决MDS相对定位中的歧义
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251461
Carmelo Di Franco, Alessandra Melani, Mauro Marinoni
Monitoring teams of mobile nodes is becoming crucial in a growing number of activities. Where it is not possible to use fixed references or external measurements, one of the possible solutions involves deriving relative positions from local communication. Well-known techniques such as trilateration and multilateration exist to locate a single node although such methods are not designed to locate entire teams. The technique of Multidimensional Scaling (MDS), however, allow us to find the relative coordinates of entire teams starting from the knowledge of the inter-node distances. However, like every relative-localization technique, it suffers from geometrical ambiguities including rotation, translation, and flip. In this work, we address such ambiguities by exploiting the node velocities to correlate the relative maps at two consecutive instants. In particular, we introduce a new version of MDS, called enhanced Multidimensional Scaling (eMDS), which is able to handle these types of ambiguities. The effectiveness of our localization technique is then validated by a set of simulation experiments and our results are compared against existing approaches.
移动节点监测小组在越来越多的活动中变得至关重要。在不可能使用固定参考或外部测量的情况下,一种可能的解决方案涉及从本地通信中获得相对位置。众所周知的技术,如三边测量和多边测量,都是用来定位单个节点的,尽管这些方法并不是设计来定位整个团队的。然而,多维尺度(MDS)技术允许我们从节点间距离的知识开始找到整个团队的相对坐标。然而,像每一种相对定位技术一样,它也存在几何模糊性,包括旋转、平移和翻转。在这项工作中,我们通过利用节点速度来关联两个连续时刻的相对地图来解决这种模糊性。特别地,我们引入了一个新版本的MDS,称为增强多维缩放(eMDS),它能够处理这些类型的歧义。然后通过一组仿真实验验证了我们的定位技术的有效性,并将我们的结果与现有方法进行了比较。
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引用次数: 13
Hierarchical segmentation of manipulation actions based on object relations and motion characteristics 基于对象关系和运动特征的操作动作分层分割
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251510
Mirko Wächter, T. Asfour
Understanding human actions is an indispensable capability of humanoid robots which acquire task knowledge from human demonstration. Segmentation of such continuous demonstrations into meaningful segments reduces the complexity of understanding an observed task. In this paper, we propose a two-level hierarchical action segmentation approach which considers semantics of an action in addition to human motion characteristics. On the first level, a semantic segmentation is performed based on contact relations between human end-effectors, the scene, and between objects in the scene. On the second level, the semantic segments are further sub-divided based on a novel heuristic that incorporates the motion characteristics into the segmentation procedure. As input for the segmentation, we present an observation method for tracking the human as well as the objects and the environment. 6D pose trajectories of the human's hands and all objects are extracted in a precise and robust manner from data of a marker-based tracking system. We evaluated and compared our approach with a manual reference segmentation and well-known segmentation algorithms based on PCA and zero-velocity-crossings using 13 human demonstrations of daily activities.We show that significantly smaller segmentation errors are achieved with our approach while providing the necessary granularity for representing human demonstrations.
理解人的行为是类人机器人从人的演示中获取任务知识必不可少的能力。将这种连续的演示分割成有意义的部分,可以降低理解观察任务的复杂性。在本文中,我们提出了一种考虑动作语义和人体运动特征的两级分层动作分割方法。在第一级,基于人体末端执行器、场景以及场景中物体之间的接触关系进行语义分割。在第二层次上,基于一种新的启发式方法进一步细分语义段,该方法将运动特征纳入分割过程。作为分割的输入,我们提出了一种跟踪人、物体和环境的观察方法。从基于标记的跟踪系统的数据中以精确和鲁棒的方式提取人的手和所有物体的6D姿态轨迹。我们评估并比较了我们的方法与人工参考分割和基于PCA和零速度交叉的知名分割算法,使用13个人类日常活动的演示。我们表明,使用我们的方法可以实现更小的分割错误,同时为表示人类演示提供必要的粒度。
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引用次数: 39
Robust task execution through experience-based guidance for cognitive robots 基于经验指导的认知机器人鲁棒任务执行
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251527
Sanem Sariel, Petek Yildiz, Sertac Karapinar, Dogan Altan, Melis Kapotoglu
Robustness in task execution requires tight integration of continual planning, monitoring, reasoning and learning processes. In this paper, we investigate how robustness can be ensured by learning from experience. Our approach is based on a learning guided planning process for a robot that gains its experience from action execution failures through lifelong experiential learning. Inductive Logic Programming (ILP) is used as the learning method to frame hypotheses for failure situations. It provides first-order logic representation of the robot's experience. The robot uses this experience to construct heuristics to guide its future decisions. The performance of the learning guided planning process is analyzed on our Pioneer 3-AT robot. The results reveal that the hypotheses framed for failure cases are sound and ensure safety and robustness in future tasks of the robot.
任务执行的稳健性需要持续计划、监控、推理和学习过程的紧密集成。在本文中,我们研究了如何通过从经验中学习来确保鲁棒性。采用归纳逻辑规划(ILP)作为学习方法,对故障情况进行假设。它提供了机器人经验的一阶逻辑表示。机器人利用这种经验构建启发式来指导它未来的决策。在先锋3-AT机器人上分析了学习引导规划过程的性能。结果表明,针对故障情况所建立的假设是合理的,保证了机器人在未来任务中的安全性和鲁棒性。
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引用次数: 5
Predicting the long-term robustness of visual features 预测视觉特征的长期稳健性
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251497
Benjamin Metka, Annika Besetzny, Ute Bauer-Wersing, M. Franzius
Many vision based localization methods extract local visual features to build a sparse map of the environment and estimate the position of the camera from feature correspondences. However, the majority of features is typically only detectable for short time-frames so that most information in the map becomes obsolete over longer periods of time. Long-term localization is therefore a challenging problem especially in outdoor scenarios where the appearance of the environment can change drastically due to different day times, weather conditions or seasonal effects. We propose to learn a model of stable and unstable feature characteristics from texture and color information around detected interest points that allows to predict the robustness of visual features. The model can be incorporated into the conventional feature extraction and matching process to reject potentially unstable features during the mapping phase. The application of the additional filtering step yields more compact maps and therefore reduces the probability of false positive matches, which can cause complete failure of a localization system. The model is trained with recordings of a train journey on the same track across seasons which facilitates the identification of stable and unstable features. Experiments on data of the same domain demonstrate the generalization capabilities of the learned characteristics.
许多基于视觉的定位方法提取局部视觉特征来构建环境的稀疏地图,并从特征对应中估计相机的位置。然而,大多数特征通常只能在短时间内检测到,因此地图中的大多数信息在较长时间内就会过时。因此,长期定位是一个具有挑战性的问题,特别是在室外场景中,由于不同的白天时间、天气条件或季节影响,环境的外观可能会发生巨大变化。我们建议从检测到的兴趣点周围的纹理和颜色信息中学习稳定和不稳定特征特征的模型,从而可以预测视觉特征的鲁棒性。该模型可以结合到传统的特征提取和匹配过程中,以在映射阶段拒绝潜在的不稳定特征。额外滤波步骤的应用产生了更紧凑的地图,因此减少了误报匹配的概率,误报匹配可能导致定位系统的完全失败。该模型使用跨季节在同一轨道上的火车旅行记录进行训练,这有助于识别稳定和不稳定的特征。在同一领域数据上的实验证明了所学习特征的泛化能力。
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引用次数: 3
Robust control of a parallel robot 并联机器人的鲁棒控制
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251491
M. Rachedi, M. Bouri, B. Hemici
This work presents the implementation of two model based control schemes in parallel mechanisms; the H∞ robust control designed by the mixed sensitivity approach and the Computed Torque Control (CTC). Simulations results are illustrated for the 3DOF parallel robot namely the “Delta robot”. Performances of the CTC and the H∞ controllers are compared for a semi elliptic pick and place trajectory and with a parabolic position profile. The movement dynamic is increased up to the acceleration of 12 G and a velocity of 1m/s. For robustness tests, parametric disturbances are introduced by additional loads on the travelling plate of the Delta robot. The simulation results performed on a SimMechanics model of the Delta robot show that the H∞ controller presents better performances and robustness compared to the CTC controller. It is implemented in the control scheme without the incorporation of the inverse dynamic model (IDM) of the system which reduces significantly the computation time of the control law.
这项工作提出了两种基于模型的并行机制控制方案的实现;采用混合灵敏度方法设计的H∞鲁棒控制和计算转矩控制(CTC)。仿真结果说明了三维并联机器人,即“德尔塔机器人”。比较了半椭圆拾取轨迹和抛物线位置轮廓下CTC和H∞控制器的性能。运动动力增加到12g加速度和1m/s的速度。为了进行鲁棒性测试,在Delta机器人的行走板上引入了附加载荷的参数扰动。在Delta机器人的SimMechanics模型上进行的仿真结果表明,与CTC控制器相比,H∞控制器具有更好的性能和鲁棒性。在控制方案中不引入系统的逆动态模型(IDM),大大减少了控制律的计算时间。
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引用次数: 8
A probabilistic, variable-resolution and effective quadtree representation for mapping of large environments 一个概率,可变分辨率和有效的四叉树表示映射的大环境
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251518
Yingfeng Chen, Wei Shuai, Xiaoping Chen
In this paper, a probabilistic quadtree map is presented instead of traditional grids map which is used widely in robot mapping and localization field yet is confronted with prohibitive storage consumption. A quadtree is a well-known data structure capable of achieving compact and efficient representation of large two-dimensional environments. We extend this basic idea by integrating with probabilistic framework and propose a clamping scheme to update the map occupancy probability value, which eliminates the uncertainty of the system and facilitates data compression. Meanwhile, in order to speed the operation of locating quadtree nodes, a coding rule between a node coordinate and its corresponding access key is adopted. We also discuss a new implementation of the Rao-Blackwellized particle filter simultaneous localization and mapping (SLAM) based on quadtree representation. Experiments are conducted in different sizes of areas (even in a shopping mall of 23,700 m2) demonstrate that the SLAM algorithm based on quadtree representation works excellently compared to grids map especially in large scale environments.
本文提出了一种概率四叉树地图来取代传统的网格地图,网格地图在机器人测绘和定位领域应用广泛,但存在存储消耗过大的问题。四叉树是一种众所周知的数据结构,能够实现对大型二维环境的紧凑和有效的表示。我们将这一基本思想与概率框架相结合进行扩展,提出了一种地图占用概率值更新的夹紧方案,消除了系统的不确定性,便于数据压缩。同时,为了加快四叉树节点的定位速度,采用了节点坐标与其对应的访问键之间的编码规则。我们还讨论了一种基于四叉树表示的rao - blackwelzed粒子滤波同时定位和映射(SLAM)的新实现。在不同大小的区域(甚至在23,700平方米的购物中心)进行的实验表明,基于四叉树表示的SLAM算法与网格地图相比,特别是在大比例尺环境下,效果非常好。
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引用次数: 13
On-line collision detection of n-robot industrial manipulators using advanced collision map 基于高级碰撞地图的n机器人工业机械臂在线碰撞检测
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251490
Ahmad Yasser Afaghani, Y. Aiyama
This work addresses collision detection between n-robot industrial manipulators which are controlled using point-to-point commands in on-line mode. The robots are sharing the same workspace and have no prior knowledge of the commands which will be sent after start up the system. We have proposed an advanced collision map concept for detecting the collisions between only two robot manipulators. In this work, the advanced collision map method is generalized to detect the collisions between the whole body of n-robot and representing them as collision areas on single 2D-space map. To realize a collision-free trajectory of the robots, time scheduling of command execution time is successful to be applied to avoid collision areas on the map. The method is tested on an openGL-based simulator for demonstrating the effectiveness of the method.
这项工作解决了在线模式下使用点对点命令控制的n-机器人工业机械手之间的碰撞检测。这些机器人共享同一个工作空间,对系统启动后发出的命令一无所知。我们提出了一种先进的碰撞映射概念,用于检测仅两个机器人操纵臂之间的碰撞。本文将先进的碰撞地图方法推广到检测n个机器人整体之间的碰撞,并将其表示为单个二维空间地图上的碰撞区域。为了实现机器人的无碰撞轨迹,成功地应用命令执行时间的时间调度来避开地图上的碰撞区域。在基于opengl的仿真器上对该方法进行了测试,验证了该方法的有效性。
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引用次数: 7
Design and implementation of a cognitive-ergonomic navigation interface on an optimized holonomic mechanism 基于优化整体机制的认知人机工程学导航界面的设计与实现
Pub Date : 2015-07-27 DOI: 10.1109/ICAR.2015.7251466
Mohsen Falahi, B. Beigzadeh, Z. Bank, R. Rajabli
Since holonomic wheeled mechanisms are used in narrow and crowded areas, designing a cognitive ergonomic interface for navigating these mechanisms is a challenging issue in robotics. In this paper, a novel holonomic mechanism with four omnidirectional wheels is firstly presented with the aim of increasing the maneuverability of holonomic wheeled robots by decreasing the volume of the mechanism. This reduction is performed by modifying the conventional arrangement of actuators by using SCAMPER method. Thus, a novel cognitive-ergonomic interface is presented for navigating such mechanisms. According to the statistic data this interface is mind compatible and user friendly. On the other hand with this navigation interface, users can interact with a holonomic mechanism easily without any previous training.
由于完整轮式机构在狭窄和拥挤的区域中使用,设计一个认知人机工程学界面来导航这些机构是机器人技术中的一个具有挑战性的问题。本文首先提出了一种具有四个全向轮的完整机构,旨在通过减小机构的体积来提高完整轮式机器人的机动性。这种减少是通过使用SCAMPER方法修改传统的执行器布置来实现的。因此,提出了一种新的认知人机工程学界面来导航这种机制。根据统计数据,该界面具有良好的人机兼容性和用户友好性。另一方面,有了这个导航界面,用户可以轻松地与完整的机制进行交互,而无需任何先前的培训。
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引用次数: 1
期刊
2015 International Conference on Advanced Robotics (ICAR)
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