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2015 6th International Conference on Automation, Robotics and Applications (ICARA)最新文献

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Switching strategy for Direct Model Predictive Control in power converter and drive applications with high switching frequency 高开关频率功率变换器和驱动应用中的直接模型预测控制策略
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081210
Michael Leuer, J. Böcker
Model Predictive Control (MPC) includes a mathematical plant model. Based on that model, optimal actuating variables for future timesteps are determined in every sampling step. Thus the MPC exhibits a better reference response compared to conventional control. The problem with MPC is the high computational cost and the associated long control cycle time. Thus MPC is unattractive for processes with small time constants as they are common in power converter and drive control systems. In this paper a Direct Model Predictive Control method (DMPC) for nonlinear systems with inherent output saturation is presented. In contrast to other Direct-MPC approaches, a more flexible gate-signal generation method which enables switching during the sampling period is utilized. In addition the switching frequency can be increased while maintaining the same controller cycle time. This results in a reduction of the current ripple. Since this approach is based on a computational efficient optimization algorithm, it provides real-time capability for online-MPC even with process time constants in the millisecond range enabling the use of MPC for control of permanent magnet synchronous motors with interior magnets (IPMSM).
模型预测控制(MPC)包括一个数学模型。基于该模型,在每个采样步中确定未来时间步的最优驱动变量。因此,与传统控制相比,MPC表现出更好的参考响应。MPC的问题是计算成本高,控制周期长。因此,MPC对于具有小时间常数的过程没有吸引力,因为它们在功率转换器和驱动控制系统中很常见。针对具有固有输出饱和的非线性系统,提出了一种直接模型预测控制方法。与其他直接- mpc方法相比,采用了一种更灵活的门信号生成方法,可以在采样期间进行切换。此外,在保持控制器周期时间不变的情况下,可以提高开关频率。这导致电流纹波的减少。由于该方法基于计算效率优化算法,因此即使过程时间常数在毫秒范围内,也能提供在线MPC的实时能力,从而使MPC能够用于控制带内磁体的永磁同步电机(IPMSM)。
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引用次数: 6
Discriminative touch from pressure sensors 来自压力传感器的判别触摸
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081160
Adrien Jule, B. McCane, A. Knott, S. Mills
Touch is an important sensory pathway for exploring the world, but most robotic systems either have no sense of touch, use simple binary bump switches, or require expensive custom sensors. In this work we investigate the use of low-cost sensors to acquire more discriminative representations of touch sensations. We show that using two pressure sensors in a 3D-printed housing we can determine the location of a touch along a one dimensional axis. Furthermore, we can distinguish between different types of touches by the profile of the sensor response.
触觉是探索世界的重要感官途径,但大多数机器人系统要么没有触觉,要么使用简单的二进制碰撞开关,要么需要昂贵的定制传感器。在这项工作中,我们研究了使用低成本的传感器来获得更多的触觉感觉的判别表征。我们展示了在3d打印的外壳中使用两个压力传感器,我们可以沿着一维轴确定触摸的位置。此外,我们可以通过传感器响应的轮廓来区分不同类型的触摸。
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引用次数: 2
Protocol for improved energy efficiency in wireless sensor networks to support mobile robots 提高无线传感器网络能源效率的协议,以支持移动机器人
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081152
D. Basu, G. S. Gupta, G. Moretti, X. Gui
In this paper we propose a low cost and computationally inexpensive adaptive transmission power control algorithm for wireless sensors to communicate with the base station or hub. This power control algorithm can be used in scenarios where the transmitting station is not static and the distance between the transmitter and the receiving station changes with time. In addition to that there can be unwanted obstructions in between the transmitter and the receiver. Since the primary reason for drop in received signal strength is distance, it is important to select a set of power levels that will deliver the packets within a threshold error rate while saving energy. This adaptive algorithm does not use received signal strength indicator (RSSI) based beacon or probe packet for channel estimation nor listens for any busy channel before actual packet transmission. The hardware used for evaluating the protocol parameters is nRF24L01+ transceiver module from Nordic Semiconductor Inc. This chip is extremely cheap and the application of the adaptive power control protocol can reduce the overall deployment cost of sensor network. This algorithm is designed to meet the challenge of responding to an unknown and variable radio channel in an energy-efficient manner. The adaptive protocol uses past transmission experience or memory to decide the power level at which the new packet transmission will start. This lightweight protocol can be applied in mobile robots that collect data in real time from sensors and transmit to the base station.
本文提出了一种低成本且计算成本低廉的无线传感器与基站或集线器通信的自适应传输功率控制算法。该功率控制算法可用于发射站非静态、发射台与接收站之间的距离随时间变化的场景。除此之外,在发射器和接收器之间可能存在不必要的障碍物。由于接收到的信号强度下降的主要原因是距离,因此选择一组功率水平是很重要的,它将在一个阈值错误率内传输数据包,同时节省能源。该自适应算法不使用基于接收信号强度指示器(RSSI)的信标或探测包进行信道估计,也不会在实际数据包传输之前侦听任何繁忙信道。用于协议参数评估的硬件是北欧半导体公司的nRF24L01+收发模块。该芯片价格低廉,采用自适应功率控制协议可以降低传感器网络的总体部署成本。该算法旨在满足以节能方式响应未知和可变无线电信道的挑战。自适应协议使用过去的传输经验或内存来决定新数据包传输开始的功率级别。这种轻量级协议可以应用于从传感器实时收集数据并传输到基站的移动机器人。
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引用次数: 5
Entertainment services of a healthcare robot system for older people in private and public spaces 医疗保健机器人系统在私人和公共场所为老年人提供娱乐服务
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081150
H. Ahn, C. Datta, I. Kuo, Rebecca Q. Stafford, N. Kerse, Kathy Peri, E. Broadbent, B. MacDonald
In this paper, we analyze the use of entertainment services on our healthcare robot system, and find (1) how long robots were used, (2) which entertainment service was most used, (3) which music video category was most preferred, and (4) which music video was most preferred. We developed a healthcare robot system, HealthBot, and deployed several of them in an older care facility, and obtained the usage histories of three kinds of entertainment services: music videos, quotes, and pictures. We report results about the preferences of participants in private and public spaces.
在本文中,我们分析了我们的医疗保健机器人系统中娱乐服务的使用情况,并发现(1)机器人使用的时间,(2)使用最多的娱乐服务,(3)最喜欢哪种音乐视频类别,以及(4)最喜欢哪种音乐视频。我们开发了一个医疗保健机器人系统HealthBot,并将其中几个部署在一家较老的护理机构中,并获得了三种娱乐服务的使用历史:音乐视频、语录和图片。我们报告了参与者在私人和公共空间的偏好结果。
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引用次数: 17
An intuitive interaction system for fire safety using a speech recognition technology 使用语音识别技术的消防安全直观交互系统
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081179
Seongha Park, Yongho Kim, E. Matson, Hyeonae Jang, Chan-Won Lee, W. Park
We propose an intuitive interaction system, which is a part of Cooperative Fire Security System using HARMS (CFS2H), to readily deal with fire in a high-rise building. The interaction system is a bridge connecting human, as an operator, to the whole system. Utilizing a natural language processing (NLP) technology using Microsoft Kinect makes the interaction system intuitive and has human-oriented operations. Human-Agent-Robot-Machine-Sensor (HARMS) provides a distributed network so that the systems are able to communicate with a high-level communication protocol. We established a scenario to verify the interaction system along with the system as a whole. The result of the verification left several technical issues and challenges.
本文提出了一种直观的交互系统,该系统是基于HARMS的协同消防安全系统(CFS2H)的一部分,可以方便地处理高层建筑中的火灾。交互系统是连接作为操作者的人与整个系统的桥梁。利用微软Kinect的自然语言处理(NLP)技术,使交互系统直观,具有人性化的操作。人-代理-机器人-机器-传感器(HARMS)提供了一个分布式网络,使系统能够使用高级通信协议进行通信。我们建立了一个场景来验证交互系统以及整个系统。核查的结果留下了几个技术问题和挑战。
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引用次数: 8
The kinematic synthesis of a spatial, hyper-redundant system based on binary electromagnetic actuators 基于二元电磁作动器的空间超冗余系统的运动学综合
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081149
S. Tappe, J. Kotlarski, T. Ortmaier, Michael Dorbaum, A. Mertens, B. Ponick
Flexible endoscopes are a common instrument for different tasks in minimally invasive surgery. The motion and capability of resistance against manipulation forces of common endoscopes is restricted due to their flexibility. They tend to form loops and stress their surroundings. This paper proposes an active shaft concept based on a new actuation concept: the shaft is a hyper-redundant snake-like robot with binary electromagnetic actuators. This system combines good path following capabilities through actively controlling the whole endoscope body with good resistance with respect to manipulation forces through electromagnetism. The functional concept is presented and the influence of design parameters on kinematic characteristics such as workspace and radius of curvature is evaluated. Additionally, a set of kinematic design parameters is synthesized by minimizing the contouring error. Therefore, a path fitting algorithm is proposed.
柔性内窥镜是微创手术中不同手术任务的常用工具。普通内窥镜的灵活性限制了其运动和抗操纵力的能力。它们倾向于形成循环,并对周围环境施加压力。基于新的作动概念,提出了主动轴的概念:轴是一个具有二元电磁作动器的超冗余蛇形机器人。该系统通过电磁主动控制整个内窥镜体,结合了良好的路径跟踪能力和良好的操纵力阻力。提出了功能概念,并评估了设计参数对工作空间和曲率半径等运动特性的影响。此外,通过最小化轮廓误差,合成了一组运动设计参数。为此,提出了一种路径拟合算法。
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引用次数: 12
Robotics audition using Kinect 使用Kinect的机器人试听
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081122
V. R. Reddy, Parijat Deshpande, R. Dasgupta
Robot audition systems are expected to support a variety of civilian and rescue applications in hazardous situations. Sensed data can only be interpreted meaningfully when referenced to the location of the sensor, making localization an important area of research. In this paper, we have developed sound source localization system for our Fire Bird VI robot. Localization algorithms like cross correlation (CC), phase transform (PHAT) and maximum-likelihood (ML) are explored to find the direction of arrival (DOA) by estimating the time delay of arrival (TDOA) from the received signals of linear array microphones of Kinect sensor. The sound signals comprising of different sample pings and pause durations ranging from 3 ms to 3 s durations, frequencies varying from 100 Hz to 5 kHz are tested using different microphone pairs of Kinect in different azimuths (DOA) ranging from 0° to 180° across different distances like 1 m, 1.5 m and 2 m. The performance of localization algorithms is evaluated by computing the error between estimated DOA and actual DOA. It is found that PHAT algorithm outperformed others, however some errors are obtained due to inherent reverberation affects may have caused by room. The authors also present practical limitations which result in errors for different azimuths based on distance between microphone pairs and sampling frequency of signals.
机器人试听系统有望在危险情况下支持各种民用和救援应用。只有参考传感器的位置,才能对感测数据进行有意义的解释,这使得定位成为一个重要的研究领域。在本文中,我们为火鸟VI机器人开发了声源定位系统。通过对Kinect传感器线阵麦克风接收到的信号估计到达时间延迟(TDOA),探索了相关(CC)、相位变换(PHAT)、最大似然(ML)等定位算法,找到到达方向(DOA)。声音信号包括不同的采样ping和暂停持续时间从3毫秒到3秒,频率从100赫兹到5千赫,使用Kinect的不同麦克风对在不同的方位(DOA)范围从0°到180°,在不同的距离(如1米,1.5米和2米)进行测试。通过计算估计方位与实际方位之间的误差来评价定位算法的性能。结果表明,PHAT算法的性能优于其他算法,但由于室内混响的影响,产生了一定的误差。作者还提出了实际限制,这些限制会导致基于麦克风对之间距离和信号采样频率的不同方位角的误差。
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引用次数: 9
Augmented Reality behind the wheel - Human Interactive Assistance by Mobile Robots 方向盘后的增强现实技术--移动机器人提供的人机交互协助
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081126
Nuno Costa, A. Arsénio
Novel approaches have taken Augmented Reality (AR) beyond traditional body-worn or hand-held displays, leading to the creation of a new branch of AR: Spatial Augmented Reality (SAR) providing additional application areas. SAR is a rapidly emerging field that uses digital projectors to render virtual objects onto 3D objects in the real space. When mounting digital projectors on robots, this collaboration paves the way for unique Human-Robot Interactions (HRI) that otherwise would not be possible. Adding to robots the capability of projecting interactive Augmented Reality content enables new forms of interactions between humans, robots, and virtual objects, enabling new applications. In this work it is investigated the use of SAR techniques on mobile robots for better enabling this to interact in the future with elderly or injured people during rehabilitation, or with children in the pediatric ward of a hospital.
新颖的方法使增强现实技术(AR)超越了传统的佩戴式或手持式显示器,从而产生了增强现实技术的一个新分支:空间增强现实技术(SAR),提供了更多的应用领域。空间增强现实(SAR)是一个迅速崛起的领域,它使用数字投影仪将虚拟物体渲染到现实空间中的三维物体上。在机器人上安装数字投影仪时,这种合作为独特的人机交互(HRI)铺平了道路,否则这种互动是不可能实现的。为机器人增加投射交互式增强现实内容的能力,可以在人类、机器人和虚拟物体之间实现新形式的互动,从而实现新的应用。在这项工作中,我们研究了在移动机器人上使用合成孔径雷达(SAR)技术的问题,目的是使移动机器人将来能更好地与老人或受伤人员在康复过程中进行互动,或与医院儿科病房中的儿童进行互动。
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引用次数: 9
Nonlinear model predictive control of a hydraulic excavator using Hammerstein models 基于Hammerstein模型的液压挖掘机非线性模型预测控制
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081208
F. A. Bender, M. Sonntag, O. Sawodny
Hydraulic excavators play a crucial role on worldwide construction sites. Efficient operation of these machines therefore contributes to a quick completion of the construction task. In particular, optimized control strategies can lead to improvements with regard to machine performance, fuel consumption, and pollutant emissions. In this work, a nonlinear model of a hydraulic excavator is considered. It is shown that a simplified nonlinear model with Hammerstein structure can accurately represent the underlying dynamics for the purpose of control. Based on this model, a nonlinear model predictive control approach including an optimization algorithm is developed in order to have the excavator perform a task given through target positions of the four motion axes. Simulation results based on an application of the developed controller to a complex physical model of the excavator indicate good tracking performance and fast execution of the task.
液压挖掘机在世界各地的建筑工地发挥着至关重要的作用。因此,这些机器的高效操作有助于快速完成施工任务。特别是,优化的控制策略可以导致机器性能,燃料消耗和污染物排放方面的改进。本文考虑了液压挖掘机的非线性模型。结果表明,采用Hammerstein结构的简化非线性模型可以准确地表示潜在的动力学特性,从而达到控制的目的。在此基础上,提出了一种包含优化算法的非线性模型预测控制方法,以使挖掘机执行通过四个运动轴的目标位置给定的任务。将所开发的控制器应用于挖掘机复杂物理模型的仿真结果表明,该控制器具有良好的跟踪性能和快速的任务执行速度。
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引用次数: 16
Force trajectory generation for the redundant actuator in a pneumatically actuated Stewart platform 气动Stewart平台冗余作动器的力轨迹生成
Pub Date : 2015-04-09 DOI: 10.1109/ICARA.2015.7081203
J. Pradipta, K. L. Knierim, O. Sawodny
Force distribution is one of the advantage of a redundant parallel manipulator configuration, making the utilization of less powerful actuators feasible. In this contribution, a force trajectory for a redundant actuator in a seven-cylinder pneumatically-actuated Stewart platform is derived analytically using the inverse dynamic model to maximize the benefit of the additional actuator. A feed-forward scheme is proposed with a requirement of good position tracking control. An input/output linearization is applied for the redundant actuator force control design with good force tracking capability. The designed force trajectory generator is implemented in a full-size pneumatically-actuated Stewart platform, and the results show an improvement in form of force reduction on the six outer cylinders and better utilization of the redundant cylinder force capacity.
力分布是冗余并联机械臂结构的优点之一,使得使用功率较小的执行机构成为可能。本文利用逆动力学模型,对七缸气动Stewart平台中冗余作动器的受力轨迹进行了解析推导,以最大限度地提高附加作动器的效益。提出了一种具有良好位置跟踪控制要求的前馈方案。采用输入输出线性化设计冗余作动器力控制,具有良好的力跟踪能力。所设计的力轨迹发生器在全尺寸气动Stewart平台上实现,结果表明,6个外缸的力减小形式有所改善,冗余缸力容量得到了更好的利用。
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引用次数: 5
期刊
2015 6th International Conference on Automation, Robotics and Applications (ICARA)
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