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2015 IEEE International Conference on Robotics and Biomimetics (ROBIO)最新文献

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The current challenges and prospects of rain detection and removal from videos 当前视频中雨水检测和去除的挑战和前景
Pub Date : 2015-12-07 DOI: 10.1109/ROBIO.2015.7418875
Qingsong Zhu, J. Yuan, Ling Shao
Rain removal from videos is among the key technologies in image processing and video surveillance because of the complex visual effects caused by rain. With the rapid development of computer vision technologies, rain removal has attracted increasing interests in both academic and industrial communities. In this paper, we firstly reviewed the main rain removal methods by classifying them into four categories based on the exploited rain properties. Some possible Challenges are also pointed out. And then, some constructive suggestions and prospects for the future research are brought forward.
由于雨水造成的复杂视觉效果,对视频进行除雨是图像处理和视频监控的关键技术之一。随着计算机视觉技术的迅速发展,雨水去除已经引起了学术界和工业界越来越多的关注。本文首先综述了目前主要的雨水去除方法,并根据雨水的开发性质将其分为四类。并指出了可能面临的挑战。最后,对今后的研究提出了建设性的建议和展望。
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引用次数: 3
Minimization of the rate of change in torques during motion and force control under discontinuous constraints 在不连续约束下的运动和力控制过程中力矩变化率的最小化
Pub Date : 2015-12-06 DOI: 10.1109/ROBIO.2015.7419735
Yang Tan, Darwin Lau, Mingxing Liu, P. Bidaud, V. Padois
Large and sudden changes in the torques of the motors of a robot are highly undesirable and should be avoided during robot control as they may result in unpredictable behaviours. One cause of large changes in torques is the presence of discontinuities in the constraints that the robot must satisfy, such as the avoidance of an obstacle or the breaking of contacts with the environment. In this paper, a model predictive control (MPC) approach to approximate constraints that can be predicted over a finite horizon is proposed to minimize the derivative of torques during robot control. The proposed method does not directly modify the desired task trajectory but the constraints to ensure that the worst case of changes in torques is well-managed. From the simulation results on the control of a Kuka LWR robot, it is shown that our approach significantly decreases the maximum derivative of joint torques for both force and acceleration task control examples.
在机器人的电机的扭矩大而突然的变化是非常不希望的,应该避免在机器人控制期间,因为它们可能导致不可预测的行为。力矩发生巨大变化的一个原因是机器人必须满足的约束中存在不连续,例如避开障碍物或打破与环境的接触。本文提出了一种模型预测控制(MPC)方法来逼近有限范围内可预测的约束,以最小化机器人控制过程中的力矩导数。该方法不直接修改期望的任务轨迹,而是修改约束条件,以确保最坏情况下的扭矩变化得到很好的控制。对Kuka LWR机器人的控制仿真结果表明,该方法显著降低了力和加速度任务控制实例中关节力矩的最大导数。
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引用次数: 0
Motion mapping from human arm to a heterogeneous slave arm for tele-manipulation 用于远程操作的从人臂到异构从臂的运动映射
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418814
Daoxiong Gong, Ruihua Wang, Guoyu Zuo
This paper studies the motion mapping from a human arm to a heterogeneous slave robot arm for tele-manipulation. A wearable motion capture system is employed to measure the motion of the master arm (i.e., the human arm), and then the motion of human arm is mapped into the workspace of the slave robot arm via corresponding joint group mapping, as a result, we can control the motion of the heterogeneous slave manipulator. This system possesses two remarkable advantages: the fatigue degree and error rate of the operating staff can be significantly reduced, and the safety of the tele-manipulator in an unstructured and constrained environment can be significantly improved.
研究了远程操作中从人臂到异构从臂的运动映射问题。采用可穿戴式运动捕捉系统测量主臂(即人臂)的运动,然后通过相应的关节群映射将人臂的运动映射到从机械臂的工作空间中,从而实现对异构从机械臂的运动控制。该系统具有两个显著的优点:可以显著降低操作人员的疲劳程度和错误率,并且可以显著提高远程机械手在非结构化和约束环境中的安全性。
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引用次数: 1
Low cost design of HF-band RFID system for mobile robot self-localization based on multiple readers and tags 基于多读写器和标签的移动机器人自定位高频RFID系统的低成本设计
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418766
Jian Mi, Yasutake Takahashi
In this paper, we focus on configuring a low cost RFID (Radio Frequency IDentification) system with less RFID readers and low density RFID tag textiles for stable and accurate self-localization for an omni-directional mobile robot. An RFID system using multiple RFID readers and high density RFID tags has already been applied to an indoor mobile robot self-localization. However, the system production cost is relatively high. To reduce the production cost of the system while maintaining the self-localization performance, we redesign two new RFID systems configured with 20 RFID readers and 5 RFID readers enlarging the size of an RFID reader antenna. Particularly, a new likelihood function of the tag detection with the redesigned large size RFID reader antenna is proposed for Monte Carlo Localization (MCL). Furthermore, we come up with a novel arrangement of RFID tags installed in a hexagon pattern. The new arrangement of ID tags enables both low cost ID tag installation and high performance of self-localization. We examine the performances of robot self-localization with less RFID readers and lower density RFID tags installed on the floor based on MCL(Monte Carlo localization). The simulation demonstrates the validity of our proposed configuration of the RFID based self-localization.
在本文中,我们专注于配置一个低成本的RFID(射频识别)系统,使用较少的RFID读取器和低密度的RFID标签纺织品来实现全向移动机器人的稳定和准确的自定位。一种由多个RFID读写器和高密度RFID标签组成的RFID系统已经应用于室内移动机器人的自定位。但是,该系统的生产成本相对较高。为了降低系统的生产成本,同时保持自定位性能,我们重新设计了两个新的RFID系统,配置了20个RFID读取器和5个RFID读取器,扩大了RFID读取器天线的尺寸。针对蒙特卡洛定位(MCL)问题,提出了一种新的基于大尺寸RFID阅读器天线的标签检测似然函数。此外,我们提出了一种新颖的六边形RFID标签安装方式。这种新的身份标签排列方式既可以降低身份标签的安装成本,又可以提高自定位的性能。我们研究了基于蒙特卡洛定位的机器人自定位性能,在地板上安装较少的RFID读写器和低密度的RFID标签。仿真结果证明了我们提出的基于RFID的自定位配置的有效性。
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引用次数: 14
Analysis of the energy flow on quadruped robot having a flexible trunk joint 具有柔性躯干关节的四足机器人能量流分析
Pub Date : 2015-12-01 DOI: 10.20965/jrm.2017.p0536
M. Ikeda, I. Mizuuchi
A problem in legged robots compared with wheeled robots is energy loss. A legged robot continues running at equal speed, if total mechanical energy is conserved. However, the faster the average speed is, the larger the energy loss is. A legged robot walks at a regular speed when input energy and energy loss are balanced. If the energy loss per step could be reduced by analyzing the energy outflow from the robot phase by phase, the resulting balanced speed would be faster. The possible energy loss involves viscosity, friction and impact with the ground, negative work (to control the joint angles) of the actuators, and so on. The purpose of this study is to establish a control method for quadruped robots, by which the walking speed is greatest with limited input energy. We aim at clarifying the mechanism of the flow of mechanical energy: translational and rotational kinetic energy of each link, elastic potential energy of each elastic element, and gravitational potential energy of each link.
与轮式机器人相比,腿式机器人的一个问题是能量损失。如果总机械能守恒,有腿机器人继续以相同的速度运行。然而,平均速度越快,能量损失越大。当输入能量和能量损失平衡时,有腿机器人以固定速度行走。如果可以通过逐级分析机器人的能量流出来减少每一步的能量损失,那么得到的平衡速度就会更快。可能的能量损失包括粘度、与地面的摩擦和冲击、执行器的负功(控制关节角度)等等。本研究的目的是建立四足机器人在有限输入能量下行走速度最大的控制方法。我们旨在阐明机械能流动的机理:每个环节的平移和旋转动能,每个弹性元件的弹性势能,以及每个环节的重力势能。
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引用次数: 4
Modeling the stroke process in table tennis robot using neural network 利用神经网络对乒乓球机器人的击球过程进行建模
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418774
Kun Zhang, Zaojun Fang, Jianran Liu, M. Tan
To hit incoming balls back to a desired position, it is a key factor for table tennis robot to get racket parameters accurately. For modeling the stroke process, a novel model is built based on multiple neural networks. The input data for neural networks are the ball velocity differences during the stroke, and racket parameters are the output data. To reduce the influences from the invalid data, a neural network based on each empirical data is established. The training data are clustered based on the empirical data. The way of choosing a neural network to compute the racket parameters depends on the comparison between the new coming data and the empirical data. Moreover, a novel way based on a binocular vision system to verify the stroke model is proposed. Experimental results have showed that the stroke model created via the proposed method is applicable and the verification method is effective.
如何将来球击回目标位置,是乒乓球机器人准确获取球拍参数的关键因素。为了对笔划过程进行建模,建立了一种基于多神经网络的模型。神经网络的输入数据是击球过程中球的速度差,输出数据是球拍的参数。为了减少无效数据的影响,建立了基于每个经验数据的神经网络。训练数据基于经验数据聚类。选择神经网络计算球拍参数的方法取决于新数据与经验数据的比较。此外,还提出了一种基于双目视觉系统的脑卒中模型验证方法。实验结果表明,该方法建立的冲程模型是适用的,验证方法是有效的。
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引用次数: 5
Optimized non-reciprocating tripod gait for a hexapod robot with epicyclic-gear-based eccentric paddle mechanism 行星齿轮偏心桨机构六足机器人非往复三脚架步态优化
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418828
Jun Zou, Huayan Pu, Yayi Shen, Yi Sun, Wenchuan Jia, Shugen Ma, Jun Luo, Shaorong Xie
A novel eccentric paddle mechanism based on the epicyclic mechanism (ePaddle-EGM) has been proposed to enhance the mobility of amphibious robot for multi-environments tasks with diverse locomotion gaits, including a novel non-reciprocating legged gait. In this study, an optimized non-reciprocating planning method by planning the posture angle of the supporting paddle is focused to improve energetic efficiency of this gait. Relationship between the posture angle of the supporting paddle and actuation forces on the paddle is analyzed in the state of equilibrium. Standing on the ground vertically is found to be an optimal posture for the supporting paddle to achieve minimum quadratic sum of the actuation forces. The planning method that considers the optimal posture angle of the paddle and the stride of the gait is established and verified in simulations. Calculated specific resistance confirms that the proposed method can improve the energetic efficiency of the non-reciprocating legged gait.
提出了一种基于表环机构的新型偏心桨机构(ePaddle-EGM),以提高两栖机器人在多环境任务下的运动步态,包括一种新型的非往复腿步态。本研究通过规划支撑桨的姿态角度,优化非往复规划方法,以提高该步态的能量效率。分析了平衡状态下支撑桨叶姿态角与桨叶作动力之间的关系。发现支撑桨在地面上垂直站立是实现驱动力二次和最小的最优姿态。建立了考虑最佳桨位角和步态步幅的规划方法,并通过仿真验证了该方法的有效性。比阻力计算结果表明,该方法可以提高非往复腿步态的能量效率。
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引用次数: 1
Influence of two SLAM algorithms using serpentine locomotion in a featureless environment 两种SLAM算法在无特征环境下使用蛇形运动的影响
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418764
Yang Tian, Victor Gomez, Shugen Ma
Snake-like robots are capable of different locomotion patterns to move in narrow spaces, even with uneven terrain or highly constrained environments such as tunnels or pipes. Localization in such spaces is difficult, especially because of the lack of features to recognize movement or the area specifics. In these featureless environments, odometry-less robots will be similar to a new kidnapping problem. In this paper, how the influence of a Simultaneous Localization and Mapping (SLAM) algorithm is had in featureless environments without kidnapping recovery algorithms following a certain locomotion, such as the serpentine locomotion, is presented. In a comparison between two similar SLAM algorithms, how a key process, which is only present in one of SLAM algorithms, can affect the mapping performance, is shown. Furthermore, tests modifying the parameters of this process have been done. Also, simulations while changing the grid size of the map were conducted. Simulations and experiments have been done to show the validity of our analysis.
蛇形机器人能够以不同的运动模式在狭窄的空间中移动,即使是不平坦的地形或隧道或管道等高度受限的环境。在这样的空间定位是困难的,特别是因为缺乏识别运动或区域细节的特征。在这些没有特征的环境中,没有里程计的机器人将类似于一个新的绑架问题。本文介绍了在无特征环境下,同时定位和映射(SLAM)算法在没有绑架恢复算法的情况下,如何在一定的运动(如蛇形运动)后产生影响。通过对两种相似SLAM算法的比较,展示了仅存在于其中一种SLAM算法中的关键过程如何影响映射性能。并对工艺参数进行了修改试验。此外,还进行了改变地图网格大小时的模拟。仿真和实验表明了分析的有效性。
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引用次数: 13
A rotor-separated dynamic modeling method for flexible manipulators based on FS-SEA 基于FS-SEA的柔性机械臂转子分离动力学建模方法
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7418845
Peng Chen, Hongyi Li
A rotor-separated dynamic modelling method is proposed based on the dynamics of spatial operator algebra in this paper, for n-DoF serial flexible-joint manipulators with harmonic reducers and with FS-SEAs (force sourced series elastic actuators) as flexible mechanisms. The completed dynamic model comprises the flexible joint dynamics and the whole arm dynamics. Inverse dynamics and forward dynamics of the two parts are researched respectively, through which the complete rotor-separated dynamic model is finally derived. The modelling method proposed in this paper is verified by simulations. And the simulation results demonstrate the significant advantages of the proposed method.
本文提出了一种基于空间算子代数动力学的以谐波减速器和力源系列弹性作动器为柔性机构的n-DoF系列柔性关节机械臂的转子分离动力学建模方法。完成的动力学模型包括柔性关节动力学和全臂动力学。分别对两部分的逆动力学和正动力学进行了研究,最终导出了完整的转子分离动力学模型。仿真结果验证了本文提出的建模方法。仿真结果表明了该方法的显著优越性。
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引用次数: 0
A robotic off-line programming system based on SolidWorks 基于SolidWorks的机器人离线编程系统
Pub Date : 2015-12-01 DOI: 10.1109/ROBIO.2015.7419018
Hongmin Wu, H. Deng, Cao Yang, Y. Guan, Hong Zhang, Hao Li
It is well known that off-line programming (OLP) is an efficient control mode for industrial robots. However, OLP is not yet commonly and widely used in applications, since commercial OLP systems are very expensive, with prices even much higher than those of robotic systems themselves. Simple but effective OLP systems are desired, and such systems may be made based on other commonly used CAD systems. We have developed a robotic OLP system, which we called RobSim, based on SolidWorks and with Microsoft Visual Studio 2010. RobSim is developed as an add-on tool for the commonly used CAD software SolidWorks. With this OLP system, an object can be made, imported or modified in the conventional mode in SolidWorks environment, and various trajectories for a robot can be easily and conveniently defined and modified in the same environment. Trajectory interposition, kinematic computation, dynamic and graphic simulation can be conducted. Finally executable codes can be generated for the robot to perform tasks. In this paper, the development of RobSim is demonstrated. Specifically, the architecture of RobSim, the method for extracting position and orientation from a pre-defined path on an object for the robot tool, and path transformation, are presented. Simulation and experiments are also conducted to verify the effectiveness of the OLP system.
离线编程(OLP)是工业机器人的一种高效控制方式。然而,由于商用OLP系统非常昂贵,价格甚至远高于机器人系统本身,OLP尚未在应用中得到普遍和广泛的应用。简单而有效的OLP系统是需要的,这样的系统可以基于其他常用的CAD系统。我们已经开发了一个机器人OLP系统,我们称之为RobSim,基于SolidWorks和微软Visual Studio 2010。RobSim是作为常用CAD软件SolidWorks的附加工具开发的。利用该OLP系统,可以在SolidWorks环境中以常规方式制作、导入或修改对象,并且可以在同一环境中轻松方便地定义和修改机器人的各种轨迹。可以进行轨迹插入、运动学计算、动态仿真和图形仿真。最后生成机器人执行任务的可执行代码。本文介绍了RobSim的开发过程。具体而言,介绍了RobSim的体系结构、机器人工具从物体上的预定义路径提取位置和方向的方法以及路径转换。仿真和实验验证了该系统的有效性。
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引用次数: 6
期刊
2015 IEEE International Conference on Robotics and Biomimetics (ROBIO)
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