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2016 IEEE 14th International Workshop on Advanced Motion Control (AMC)最新文献

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Robust vibration control of two-mass resonant systems in state space 状态空间双质量谐振系统的鲁棒振动控制
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496413
E. Sariyildiz, Haoyong Yu, T. Nozaki, T. Murakami
In this paper, a novel robust position controller is proposed for two-mass resonant systems. It is designed by using Differential Flatness (DF) and Disturbance Observer (DOb) in state space. Firstly, DF-based trajectory tracking controller is designed by neglecting plant uncertainties and external disturbances. Since a two-mass resonant system is controllable, state and control input references are generated in terms of differentially flat output. However, the trajectory tracking controller is sensitive so the stability and performance may significantly change due to the robustness issues in practice. Secondly, the robustness is achieved by treating estimated disturbances, which are obtained via DOb, in the design of the controller. A two-mass resonant system includes matched and mismatched disturbances; therefore, the robustness cannot be achieved by directly feeding-back their estimations. The states of the system are re-constructed by using estimated disturbances so that the mismatched disturbance is automatically cancelled via state feed-back control. The matched disturbance is simply cancelled by feeding-back its estimation. Hence, the robust trajectory tracking controller is designed for two-mass resonant systems. The validity of the proposal is verified by giving simulation results.
针对双质量谐振系统,提出了一种新的鲁棒位置控制器。在状态空间中采用差分平坦度(DF)和扰动观测器(DOb)进行设计。首先,忽略目标不确定性和外部干扰,设计了基于df的轨迹跟踪控制器。由于双质量谐振系统是可控的,状态和控制输入参考是根据差分平坦输出产生的。然而,轨迹跟踪控制器是敏感的,在实际应用中由于鲁棒性问题,其稳定性和性能可能会发生很大的变化。其次,在控制器的设计中,通过对DOb得到的估计扰动进行处理,实现了鲁棒性。双质量共振系统包括匹配和不匹配的扰动;因此,直接反馈它们的估计无法实现鲁棒性。利用估计的扰动重构系统状态,通过状态反馈控制自动消除不匹配的扰动。通过反馈其估计,简单地消除了匹配的干扰。为此,设计了针对双质量谐振系统的鲁棒轨迹跟踪控制器。仿真结果验证了该方案的有效性。
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引用次数: 5
Separated adaptive control scheme of a rotor-flying manipulator 一种旋翼飞行机械臂分离自适应控制方案
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496329
Bin Yang, Yuqing He, Jianda Han, Guangjun Liu
Rotor flying manipulator (RFM), a new kind of mobile robot system being composed of a rotor flying robot (RFR) and a (several) manipulator(s), has absorbed great attentions in recent years because it enables a RFR to complete active tasks such as mastering and transporting objects. However, steady control of the RFM during both maneuvering and operating is of great difficulty due to the heavy force/moment coupling between the RFR and the manipulator, which introduce high nonlinearity and complexity to the system model. In this paper, a new control scheme of the RFM is proposed to ensure the steady flight. Firstly, the nonlinear mathematical model is derived, which is followed by the coupling analysis to show how the movement of the manipulator influences the whole system's behavior. Subsequently, based on these analyses, a new control scheme is designed with obtainable coupling force/moment. The basic idea of the controller is to take the coupling as a disturbance and separately control the RFR and the manipulator, and the stability is ensured to properly design the controller parameters. Finally, simulations are conducted and the results show the feasibility and validity of the proposed controller.
旋翼飞行机器人(Rotor flying manipulator, RFM)是由一个旋翼飞行机器人(RFR)和多个旋翼飞行机器人(RFR)组成的一种新型移动机器人系统,它使旋翼飞行机器人能够完成掌握和搬运物体等主动任务,近年来受到了广泛关注。然而,由于RFR与机械臂之间存在较强的力力矩耦合,使得系统模型具有较高的非线性和复杂性,使得RFM在机动和操作过程中的稳定控制非常困难。为了保证飞机的稳定飞行,本文提出了一种新的RFM控制方案。首先建立了非线性数学模型,然后进行了耦合分析,揭示了机械手的运动对整个系统行为的影响。然后,在此基础上,设计了一种新的控制方案,该方案具有可获得的耦合力/力矩。该控制器的基本思想是将耦合作为扰动,分别对RFR和机械手进行控制,并通过合理设计控制器参数来保证系统的稳定性。最后进行了仿真,结果表明了所提控制器的可行性和有效性。
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引用次数: 0
A study on real time integrated lane detection and vehicle tracking method with side-mirror cameras 基于侧镜摄像头的实时综合车道检测与车辆跟踪方法研究
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496374
Quang Nguyen Van, Moonyoung Yoon, W. Che, DukSun Yun, Heungseob Kim, KwangSuck Boo
Vehicle detection in real-time from rear-side of a host vehicle is one of important problems in Lane Change Assistance. In this paper, we propose a vision system for real-time vehicle and lane detection and tracking using two cameras, which are equipped under the wing mirror both left and right side. From the input images, EDLines algorithm is used for line segment detection in real-time. According to the achieved data, lane detection is developed by analyzing angles of the line segments, and area between two lanes on the same side of vehicle is defined. In the vehicle detection, based on the brightness and darkness between vehicle and road, vehicle is detected in real-time using the simple algorithm. Finally, kalman filter is used in vehicle tracking for vehicle information such as distance or speed.
从主车后侧实时检测车辆是变道辅助中的一个重要问题。在本文中,我们提出了一种实时车辆和车道检测和跟踪的视觉系统,该系统使用两个摄像头,分别安装在后视镜的左右两侧。利用EDLines算法对输入图像进行实时线段检测。根据获得的数据,通过分析线段角度进行车道检测,并定义车辆同侧两车道之间的区域。在车辆检测中,基于车辆与道路之间的明暗关系,采用简单的算法对车辆进行实时检测。最后,将卡尔曼滤波用于车辆跟踪,对车辆的距离或速度等信息进行滤波。
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引用次数: 3
Mobile robot floor classification using motor current and accelerometer measurements 移动机器人地板分类使用电机电流和加速度计测量
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496407
Yanming Pei, L. Kleeman
Accurate localisation of an indoor robot critically depends on the odometry calibration which varies with different types of floor surfaces. Motion control accuracy of robots can be improved by independently calibrating odometry parameters for each floor surface. This paper presents a new robot floor classification system based on motor current measurements with compensation for variations in the floor inclination angles. The motor current is proportional to the rolling resistance on a flat floor when the robot travels at a constant velocity. We show that commonly occurring small deviations of less than one degree in the inclination of indoor floors significantly affects motor current measurements. The paper compensates for floor inclination variations with a low cost accelerometer. Floors are classified using a Support Vector Machine (SVM) with an accuracy of 95% for a 0.2 m travelling distance and 4 indoor surfaces that include similar carpets. Experimental results show that our proposed method significantly improves a previous floor classification system based on a colour sensor. Our previous work has shown that correct floor classification can improve robot motion control through more accurate odometry calibration, localisation, mapping and path planning.
室内机器人的精确定位关键取决于里程计校准,里程计校准随不同类型的地板表面而变化。通过对每个地板表面的里程计参数进行独立标定,可以提高机器人的运动控制精度。提出了一种基于电机电流测量并补偿地板倾角变化的机器人地板分类系统。当机器人以恒定速度行进时,电机电流与平坦地面上的滚动阻力成正比。我们表明,室内地板倾斜度小于1度的小偏差通常会显著影响电机电流测量。本文用低成本加速度计补偿了地板倾角的变化。使用支持向量机(SVM)对地板进行分类,在0.2米的行进距离和包含类似地毯的4个室内表面上,准确率为95%。实验结果表明,该方法显著改善了基于颜色传感器的地板分类系统。我们之前的工作表明,正确的地板分类可以通过更精确的里程计校准、定位、映射和路径规划来改善机器人的运动控制。
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引用次数: 3
Concept of a computerized numerical control kernel for execution on multi-core processors 在多核处理器上执行的计算机数控内核的概念
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496412
Matthias Keinert, A. Lechler, A. Verl
Computerized numerical controls are more and more executed on off-the-shelf system platforms and can thus benefit from the developments in the area of processor technology. Multi-core processors provide sufficient processing power for these controls but require a specific system design that allows exploiting the parallel processing unit. This paper presents an approach on how computerized numerical controls may be partitioned on a task and a functional level using task and data parallelism for the efficient execution on multi-core system platforms.
计算机数字控制越来越多地在现成的系统平台上执行,因此可以从处理器技术领域的发展中受益。多核处理器为这些控制提供了足够的处理能力,但需要允许利用并行处理单元的特定系统设计。本文提出了一种利用任务和数据并行性在任务和功能级别上对计算机数控进行分区的方法,以便在多核系统平台上有效地执行。
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引用次数: 1
On explicit implementation of multiple disturbance observers derived from three-degree-of-freedom control 基于三自由度控制的多干扰观测器的显式实现
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496390
A. Suzumura, Y. Fujimoto
This paper analyzes three-degree-of-freedom (Three-DoF) control based multiple disturbance observers (TDoF-DOB). Three-DoF control has multiple DOBs equivalently; therefore, its explicit implementation is verified in this paper for the force estimation problem. As the comparative study, differences between TDoF-DOB and position and acceleration integrated disturbance observer (PAIDO) are analyzed. TDoF-DOB has one advantage in terms of a noise sensitivity performance in the case of being applied for two-inertia systems. Finally, the analysis is verified by simulations and fundamental experiments for one and two-inertia systems.
本文分析了基于多干扰观测器的三自由度控制。三自由度控制等效具有多个dob;因此,本文针对力估计问题验证了该方法的显式实现。作为对比研究,分析了TDoF-DOB与位置加速度积分扰动观测器(PAIDO)的差异。在应用于双惯性系统的情况下,TDoF-DOB在噪声敏感性能方面有一个优势。最后,通过一惯性和二惯性系统的仿真和基础实验验证了分析结果。
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引用次数: 2
Fundamental study for a fractional order repetitive control using Generalized Repetitive Control for high precision motor control 基于广义重复控制的分数阶重复控制在高精度电机控制中的基础研究
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496405
Masato Kanematsu, H. Fujimoto
Interior Permanent Magnet Synchronous Motors (IPMSMs) are widely used for industrial applications. IPMSMs has a lot of advantages, such as high efficiency, high torque density and so on. In such a drive system, harmonic current appears inevitably and harmonic current control technique is used for the compensation. Repetitive control is known as a useful harmonic current compensation method and realized by adding a specific number of a sampling period according to the frequency of repetitive disturbance. Such a discrete delay must be an integer of sampling period. However, it has fractional term in a specific frequency region of the disturbance. This paper proposes a novel fractional order repetititve control using Generalized Repetititve Control (GRC),which is based on Generalized KYP lemma proposed by S. Hara. GRC is compared with Lagrange interpolation method, which is used for fractional order repetitive control conventionally. The effectiveness of the proposed designing method is verified through simulations and the experiments.
内嵌式永磁同步电动机(ipmms)广泛应用于工业领域。ipmsm具有效率高、转矩密度大等优点。在这种驱动系统中,不可避免地会出现谐波电流,采用谐波电流控制技术进行补偿。重复控制是一种有用的谐波电流补偿方法,它通过根据重复扰动的频率增加特定的采样周期数来实现。这样的离散延迟必须是采样周期的整数。然而,它在扰动的特定频率区域具有分数项。基于S. Hara的广义KYP引理,提出了一种基于广义重复控制的分数阶重复控制方法。将GRC方法与传统用于分数阶重复控制的拉格朗日插值方法进行了比较。通过仿真和实验验证了所提设计方法的有效性。
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引用次数: 0
An approach to balance and posture estimation using image feature points for biped walking robot 基于图像特征点的两足步行机器人平衡和姿态估计方法
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496400
N. Oda, Mina Yamazaki
This paper presents an approach to balance and posture estimation based on image feature points from camera image for biped walking robot. In this paper, the image feature tracker is employed in order to conduct the balanced motion mainly from visual information. In the proposed approach, the point cloud of tracking features is evaluated through the image moment calculations to obtain the inclined angle and the reaction force from ground, and they are used for real-time motion control of biped robot. The validity of the proposed method is evaluated by several experimental results.
提出了一种基于相机图像特征点的两足步行机器人平衡姿态估计方法。本文主要从视觉信息出发,利用图像特征跟踪器进行平衡运动。该方法通过图像矩计算对跟踪特征的点云进行评估,得到跟踪特征的倾斜角和地面反作用力,并将其用于双足机器人的实时运动控制。实验结果验证了该方法的有效性。
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引用次数: 3
Control of a soft-bodied XY peristaltic table for delicate sorting 控制一个柔软的XY蠕动工作台,用于精细的分类
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496376
Ryman Hashem, B. Smith, David Browne, Weiliang Xu, M. Stommel
A demand for a soft body robotic h a s become widely apparent especially in industrial sectors to accomplish the rotation of a variety of organic matter. The inaccuracy of the classical robots in the handling of many organic objects such as fruits or eggs in production lines has triggered the necessity for soft body robotics. In this paper, we introduce a hybrid robotic prototype (X-Y soft-bodied peristaltic table) combining soft and hard robotics techniques with cutting-edge design in its physical stature, so as to control its 25 motors and to be autonomous. These 25 motors are capable of generating peristaltic motion in the soft layers of the table surface, thus providing a physical force that transports delicate objects. Two control systems have been developed to validate the industrial potential of a peristaltic XY table. The first system is a dynamic real-time path planning program that has been written to determine the shortest path from an object on the table's surface to a target position selected by the user; the second system is an artificial neural network (ANN) that has been developed to estimate the relationship between the table's actuation pattern and the corresponding surface deformation.
特别是在工业领域,对软体机器人的需求越来越明显,以完成各种有机物质的旋转。传统机器人在生产线上处理水果、鸡蛋等许多有机物体时的不准确性引发了软体机器人技术的必要性。本文介绍了一种结合软硬机器人技术,在外形上采用尖端设计的混合机器人样机(X-Y软体蠕动工作台),实现了对25个电机的控制和自主。这25个马达能够在桌子表面的柔软层中产生蠕动运动,从而提供物理力量来运输精致的物体。已经开发了两个控制系统来验证蠕动XY表的工业潜力。第一个系统是动态实时路径规划程序,用于确定从工作台表面上的物体到用户选择的目标位置的最短路径;第二个系统是人工神经网络(ANN),用于估计工作台的驱动模式与相应的表面变形之间的关系。
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引用次数: 5
Maximum torque generation of SEA under velocity control SEA在速度控制下产生的最大转矩
Pub Date : 2016-04-22 DOI: 10.1109/AMC.2016.7496322
Chan Lee, Wiha Choi, Sehoon Oh
Nowadays, compliance is required in various research. Series Elastic Actuator (SEA) has been emerged as one of the promising actuator system, since it provides various benefits such as safety, force sensing, energy storing with its inherent compliance. While the SEA contributes not only to the human interacting robot but also to wide robotics area, there is still limitation in performance that is caused by non-linearity and discontinuous power transfer. The cause of these influence is arisen from the electric devices (e.g., sensor, motor) and mechanical characteristics (e.g., friction, gear backlash), since SEA consists of a motor, a spring and a gear reducer to amplify the output torque. We focus on improvement of maximum force control performance (i.e., control bandwidth) taking into consideration saturation characteristic of the motor drive. Especially velocity limitation which interrupts spring deformation tracking performance is concentrated in this research; the spring in SEA transforms displacement to output force and its performance depends on the position control performance of the SEA. A novel index called Maximum Torque Transmissibility (MTT) is defined to assess the ability to fully utilize maximum continuous motor torque input which is saturated by velocity output limitation condition. Novel and practical frequency bandwidth can be found based on the proposed MTT.
如今,各种研究都需要遵从性。系列弹性致动器(SEA)已成为有前途的致动器系统之一,因为它提供了各种好处,如安全性,力传感,能量存储与其固有的顺应性。虽然SEA不仅对人机交互机器人有很大的贡献,而且在机器人领域也有广泛的应用,但由于非线性和不连续的功率传输,其性能仍然受到限制。这些影响的原因是由电气设备(例如,传感器,电机)和机械特性(例如,摩擦,齿轮间隙)引起的,因为SEA由电机,弹簧和齿轮减速器组成,以放大输出扭矩。我们的重点是改进最大力控制性能(即控制带宽),同时考虑到电机驱动的饱和特性。特别是速度限制对弹簧变形跟踪性能的影响;SEA中的弹簧将位移转化为输出力,其性能取决于SEA的位置控制性能。提出了一种新的指标——最大转矩传递率(MTT),用于评价在速度输出限制条件下电机最大连续转矩输入的充分利用能力。基于所提出的MTT可以找到新颖实用的频率带宽。
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引用次数: 7
期刊
2016 IEEE 14th International Workshop on Advanced Motion Control (AMC)
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