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2015 IEEE International Workshop on Advanced Robotics and its Social Impacts (ARSO)最新文献

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Service mobile robot control for tracking a moving object with collision avoidance 服务移动机器人的避碰跟踪控制
T. Dewi, N. Uchiyama, S. Sano
One of the crucial features of a service robot is the ability “to see” the environment and a target object for smooth navigation. This paper deals with a mobile robot that recognizes and tracks a moving object attached to a wheelchair in a obstacle existing environment. The experiment was conducted in three scenarios, the first one is that the robot is set to recognize and track a moving object in obstacle free environment, and the second and the third ones are the L-course and the crank course bordered by boxes as the obstacles. The third scenario was conducted five times with five different human-targets. The experimental results show that the proposed method is effective in recognizing and tracking the moving object.
服务机器人的关键特征之一是能够“看到”环境和目标物体,以便顺利导航。本文研究了一种移动机器人在障碍环境中识别和跟踪附着在轮椅上的移动物体。实验分三种场景进行,第一种场景是将机器人设置为在无障碍物环境中识别和跟踪运动物体,第二种和第三种场景是l型路线和曲柄路线,以方框为障碍物。第三个场景用五个不同的人类目标进行了五次。实验结果表明,该方法对运动目标的识别和跟踪是有效的。
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引用次数: 8
An automatic self-calibration approach for wide baseline stereo cameras using sea surface images 一种基于海面图像的宽基线立体相机自动自标定方法
Han Wang, Wei Mou, Xiaozheng Mou, Shenghai Yuan, Soner Ulun, Shuai Yang, Bok-Suk Shin
The calibration process of a stereo rig is normally done by making two cameras view one special designed calibration pattern (such as checkerboard) at the same time to estimate the relative rotation between two cameras. Multiple image pairs from different perspectives are required for better estimation accuracy. Stereo rig with wide baseline is necessary when accurate depth estimation for distant object is desired. However, in order to make calibration pattern to be viewed from both left and right cameras, the wider the baseline the bigger the calibration pattern should be. Manpower even equipment such as crane is required to operate such a big checkerboard for the calibration purpose only. In contrast to the traditional stereo calibration method using calibration pattern, we propose a self-calibration approach that can easily estimate cameras' rotation matrices for stereo rig with very wide baseline using sea horizon and a point at infinite distance. Compared with conventional techniques which require expensive equipments or manpower, our approach only needs a pair of sea images, moreover, special calibration patterns and feature correspondences are not required. As a result, it is flexible and very easy to implement. Real world experiments demonstrate the feasibility of our approach.
立体摄像机的标定过程通常是让两台摄像机同时观察一个特殊设计的标定模式(如棋盘)来估计两台摄像机之间的相对旋转。为了提高估计精度,需要从不同角度提取多个图像对。当需要对远处物体进行准确的深度估计时,需要宽基线立体钻机。然而,为了使校准模式从左右相机都能看到,基线越宽,校准模式就应该越大。操作这么大的棋盘只为了校准的目的,需要人力甚至是起重机等设备。与传统的基于定标模式的立体定标方法相比,本文提出了一种基于地平线和无限距离点的自定标方法,该方法可以很容易地估计出具有非常宽基线的立体钻机摄像机的旋转矩阵。与需要昂贵设备和人力的传统方法相比,该方法只需要一对海洋图像,并且不需要特殊的校准模式和特征对应。因此,它是灵活的,非常容易实现。现实世界的实验证明了我们的方法的可行性。
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引用次数: 9
State and parameters observation for accurate off-road navigation of wheeled mobile robots 轮式移动机器人越野精确导航的状态与参数观测
E. Lucet, A. Micaelli
This paper addresses the problem of accurate and reliable path following of a heavy industrial mobile robot evolving with centimetric accuracy requirement. For this purpose sliding estimation is a crucial issue, even more in off-road context with uneven and slippery terrains. So, we focus on position and sliding observers design in function of the distance covered, thus allowing to carry on maneuvers at any operational speed with constant accuracy. Furthermore, these observers are not affected by path tracking errors. Implementation in simulation demonstrates efficiency of such algorithms.
研究了满足厘米级精度要求的重型工业移动机器人的精确可靠路径跟踪问题。为此,滑动估计是一个至关重要的问题,特别是在不平坦和光滑的地形的越野环境中。因此,我们将重点放在位置和滑动观测器的设计上,以覆盖的距离为函数,从而允许在任何操作速度下以恒定的精度进行机动。此外,这些观察器不受路径跟踪误差的影响。仿真实验证明了该算法的有效性。
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引用次数: 3
Simulation-based optimal motion planning for deformable object 基于仿真的可变形物体运动优化规划
E. Yoshida, Ko Ayusawa, I. Ramirez-Alpizar, K. Harada, C. Duriez, A. Kheddar
This paper presents a method for planning motions of a flexible objects based on precise simulation using Finite Element Method (FEM). The proposed method is applied to ring-shape objects manipulated by robot arms, which is often seen in various applications. Since large deformation is implied, assembly planning with realistic simulation is important to ensure task efficiency for the robot and also to avoid damage of the object. We first verify that the behavior of a ring-shape object by dual-arm manipulation is well predicted using FEM model of bent beam through a simulation along the trajectory computed by optimization-based motion planning previously reported. Next, a precise FEM model is integrated into optimization to compute a trajectory of robot hands minimizing the deformation energy as well as satisfying such criteria as collision avoidance and smoothness. Since the direct computation leads huge computational cost, we present a realistic formula which transforms the planning problem into the static equilibrium problem of several FEM models located along the trajectory. Simulation results show that the proposed method is promising for such assembly tasks requiring large deformation.
本文提出了一种基于有限元法精确仿真的柔性物体运动规划方法。该方法适用于各种应用中常见的由机械臂操纵的环形物体。由于机器人装配过程中会产生较大的变形,因此仿真逼真的装配规划对于保证机器人的工作效率和避免物体损坏具有重要意义。首先,利用弯曲梁有限元模型,通过对先前报道的基于优化运动规划计算的轨迹进行仿真,验证了双臂操纵环形物体的行为可以很好地预测。其次,将精确的有限元模型整合到优化中,计算出变形能量最小,同时满足避碰和平滑等准则的机械手运动轨迹。由于直接计算会导致巨大的计算成本,我们提出了一个现实的公式,将规划问题转化为多个沿轨迹的有限元模型的静力平衡问题。仿真结果表明,该方法适用于此类大变形装配任务。
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引用次数: 31
Towards LIDAR-RADAR based terrain mapping 走向基于激光雷达-雷达的地形测绘
J. Guerrero, M. Jaud, R. Lenain, R. Rouveure, P. Faure
This paper addresses the problem of perception for autonomous vehicle navigation in real environments. Integrity safe navigation of autonomous vehicles in unknown environments poses a traversability problem. We are interested in the integrity-safe navigation in unknown environments. Safe navigation is a task that depends on the knowledge of the surrounding environment and the vehicle dynamics. Classical navigation approach focus on obstacle avoidance often based on occupancy and elevation maps. We propose to combine an optical sensor and an electromagnetic sensor to build a richer map of the environment which will be used for traversability analysis and path planning. The proposed lidar-radar map encodes the geometry of the environment such that traversability analysis and trajectory planning guarantee the robot's integrity in a stability sense. A comparative analysis of two mapping algorithms using lidar, radar, IMU and GPS sensors shows the advantages of such bimodal perception system. Results have been validated experimentally.
本文研究了真实环境中自动驾驶汽车导航的感知问题。自动驾驶汽车在未知环境下的完整安全导航存在可穿越性问题。我们对未知环境下的完整性安全导航很感兴趣。安全导航是一项依赖于对周围环境和车辆动力学知识的任务。传统的导航方法侧重于避障,通常基于占位图和高程图。我们建议结合光学传感器和电磁传感器来构建更丰富的环境地图,用于可穿越性分析和路径规划。提出的激光雷达-雷达图对环境的几何形状进行编码,使得可穿越性分析和轨迹规划保证了机器人在稳定性意义上的完整性。通过对激光雷达、雷达、IMU和GPS传感器的两种映射算法的对比分析,表明了这种双峰感知系统的优势。实验结果得到了验证。
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引用次数: 5
RoboPainter — A detailed robot design for interior wall painting RoboPainter -一个详细的机器人设计内墙绘画
M. Sorour
High demand for painters is required nowadays and foreseen in the near future for both developed and developing countries. To satisfy such demand, this paper presents the detailed computer aided design (CAD) model of a fully functional wall painting robot for interior finishes. The RoboPainter is capable of performing full scale wall-ceil painting in addition to decorative wall drawings. The 8 degrees of freedom (DOF) mobile robot structure consists of a 6DOF spray painting arm mounted on a 2DOF differentially driven mobile base. The design presented endows several achievements in terms of total robot mass and painting rate as compared to existing literature. Detailed dynamic model parameters are presented to allow for further enhancement in terms of robot motion control.
无论是发达国家还是发展中国家,目前对画家的需求都很高,在不久的将来也可以预见。为满足这一需求,本文提出了一种全功能室内涂装机器人的详细计算机辅助设计(CAD)模型。除了装饰墙画外,RoboPainter还能够执行全尺寸的墙壁天花板绘画。8自由度移动机器人结构由安装在2自由度差动基座上的6自由度喷漆臂组成。与现有文献相比,本设计在机器人总质量和绘制率方面取得了一些成果。提出了详细的动力学模型参数,以便在机器人运动控制方面进一步增强。
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引用次数: 10
Providing and optimizing a robotic construction plan for rescue operations 为救援行动提供并优化机器人施工计划
H. Ardiny, S. Witwicki, F. Mondada
After a terrible disaster such as an earthquake or a nuclear accident, finding victims and isolating them from hazards are usually the first priorities for rescuers. As the security of rescuers and the stabilization of the environment are critical components of the first rescue phase, we assume that robots could be used to secure the environment by performing construction tasks, to stabilize large structures, and/or protect the victims. In this paper we suggest an approach consisting of using mobile robots to construct protective walls on a site affected by a nuclear disaster. Protective walls can help to block radiation from toxic sources and protect both victims and rescuers. On the other hand, the robot's vulnerability to radiation restricts its freedom of movements into unsafe regions. Therefore, building protective walls needs a plan (construction plan) that involves three competing objectives: victim safety, rescuer safety, and robot safety. Weighting these factors is a societal choice, is not trivial, and impacts the whole system. In this paper, we provide and optimize the construction plan using a genetic algorithm based on three objectives. We analyze the construction plan performance with respect to execution time. We also analyze the trade-offs involved between these competing objectives in different environments with ranging physical complexity (e.g., a number of victims or sources).
在地震或核事故等可怕的灾难发生后,寻找受害者并使他们远离危险通常是救援人员的首要任务。由于救援人员的安全和环境的稳定是第一个救援阶段的关键组成部分,我们假设机器人可以通过执行建筑任务来确保环境的安全,稳定大型结构,和/或保护受害者。在本文中,我们提出了一种利用移动机器人在受核灾难影响的地点建造防护墙的方法。防护墙可以帮助阻挡来自有毒源的辐射,保护受害者和救援人员。另一方面,机器人对辐射的脆弱性限制了它在不安全区域的自由运动。因此,建造防护墙需要一个计划(施工计划),该计划涉及三个相互竞争的目标:受害者的安全,救援者的安全,机器人的安全。权衡这些因素是一个社会选择,不是微不足道的,并影响整个系统。在本文中,我们基于三个目标,使用遗传算法提供并优化施工方案。我们分析了施工计划在执行时间方面的性能。我们还分析了这些竞争目标在不同环境中涉及的权衡,这些环境具有不同的物理复杂性(例如,许多受害者或来源)。
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引用次数: 0
Designing the human-machine interface for highly automated cars — Challenges, exemplary concepts and studies 为高度自动化的汽车设计人机界面——挑战、范例概念和研究
Philipp Kerschbaum, Lutz Lorenz, Sebastian Hergeth, K. Bengler
During the last years, intensive research has been conducted to make high degrees of automation available in cars. However, driver assistance systems today still need the driver to monitor the system. This will most probably change in near future, as highly automated driving becomes available. With the driver out of the control loop, this driving mode has beneficial aspects for the driver and could improve traffic safety as a high portion of traffic accidents are due to human error. On the other hand, high degrees of automation can have detrimental effects which are well known from other domains like aviation. These effects have led to fatal accidents in the past. The authors investigate various aspects of this topic and the corresponding challenges for the human-machine interface in future cars. In this paper, we present three of our research areas: the take-over process, trust in automation and utilization of drivetime. For each area, we explain theoretical background, current challenges and studies we conducted.
在过去的几年里,人们进行了深入的研究,以使汽车实现高度自动化。然而,今天的驾驶员辅助系统仍然需要驾驶员来监控系统。随着高度自动化驾驶的出现,这种情况很可能在不久的将来发生变化。由于驾驶员脱离控制回路,这种驾驶模式对驾驶员有利,并且可以提高交通安全,因为很大一部分交通事故是由于人为失误造成的。另一方面,高度自动化可能会产生有害影响,这在航空等其他领域是众所周知的。这些影响在过去曾导致致命事故。作者研究了这一主题的各个方面以及未来汽车人机界面的相应挑战。在本文中,我们介绍了我们的三个研究领域:接管过程,对自动化的信任和驾驶时间的利用。对于每个领域,我们解释了理论背景,当前的挑战和我们所进行的研究。
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引用次数: 9
Control and obstacle collision avoidance method applied to human-robot interaction 人机交互中的控制与避障方法
A. C. Leite, Thiago B. Almeida-Antonio, P. From, F. Lizarralde, L. Hsu
In this work, we present a control and obstacle collision avoidance method for redundant robot manipulators operating in partially structured environments in the presence of humans. The control algorithm is based on the concept of artificial potential fields and it uses the pseudo-inverse of the Jacobian matrix with a weighting factor for the mechanical joint limits, taking advantage of the robot redundancy for the purpose of obstacle avoidance and control goal achievement. The detection algorithm uses a depth sensor based on the structured light to obtain a 2-1/2-D description of the surroundings from a point cloud. Repulsive fields are created around the detected obstacles, allowing for the robot to perform the task of interest without collisions. A filtering methodology based on geometric elements is presented to filter the RGB-D scene captured by the depth sensor, eliminating the robot body and the obstacles located outside its workspace. Experimental results, obtained with a Motoman DIA10 robot and a Microsoft KinectTM, illustrate the feasibility of the proposed scheme.
在这项工作中,我们提出了一种在人类存在的部分结构化环境中操作的冗余机器人操纵器的控制和避障方法。该控制算法基于人工势场的概念,利用雅可比矩阵的伪逆和机械关节极限的加权因子,利用机器人的冗余性达到避障和控制目标的目的。该检测算法使用基于结构光的深度传感器,从点云中获得周围环境的2-1/2-D描述。在检测到的障碍物周围产生排斥场,允许机器人在不发生碰撞的情况下执行感兴趣的任务。提出了一种基于几何元素的滤波方法,对深度传感器捕获的RGB-D场景进行滤波,消除机器人本体及其工作空间外的障碍物。在Motoman DIA10机器人和Microsoft KinectTM上的实验结果表明了该方案的可行性。
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引用次数: 7
Embodiment of a humanoid robot is preserved during partial and delayed control 在部分和延迟控制期间保留人形机器人实施例
Laura Aymerich-Franch, Damien Petit, G. Ganesh, A. Kheddar
Humanoid robot surrogates promise a plethora of new applications in the field of disaster management and human robot interactions. However, whole body embodiment for teleoperation or telepresence with mobile robot avatars is yet to be fully explored and understood. In this study we investigated whether partial and delayed control, necessitated by the large degree of freedom of a humanoid system, affects embodiment of a walking humanoid robot surrogate. For this, we asked participants to embody a walking humanoid robot in two conditions, one in which they had no control of its movement, and another in which they could control its direction of walking, but with delays. We utilized an embodiment questionnaire to evaluate the embodiment of the humanoid in each condition. Our results show first person visual feedback and congruent visuo-audio feedback to be sufficient for embodiment of the moving robot. Interestingly, participants reported a sense of agency even when they did not control the robot, and critically the sense of agency and embodiment were not affected by partial and delayed control typical of humanoid robots.
仿人机器人在灾害管理和人机交互领域有着广阔的应用前景。然而,利用移动机器人化身进行远程操作或远程呈现的全身体现尚未得到充分的探索和理解。在这项研究中,我们研究了部分和延迟控制是否会影响仿人机器人代理的实施,这是仿人系统大自由度所必需的。为此,我们要求参与者在两种情况下体现一个行走的人形机器人,一种是他们无法控制它的运动,另一种是他们可以控制它的行走方向,但有延迟。我们使用实施例问卷来评估每个条件下的人形实施例。我们的研究结果表明,第一人称视觉反馈和一致的视听反馈足以体现移动机器人。有趣的是,参与者报告了一种代理感,即使他们不控制机器人,关键的是,代理感和体现不受部分和延迟控制的影响,典型的人形机器人。
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引用次数: 26
期刊
2015 IEEE International Workshop on Advanced Robotics and its Social Impacts (ARSO)
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