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2014 14th International Conference on Control, Automation and Systems (ICCAS 2014)最新文献

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Audio Bank: A high-level acoustic signal representation for audio event recognition 音频库:用于音频事件识别的高级声学信号表示
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987963
Tushar Sandhan, Sukanya Sonowal, J. Choi
Automatic audio event recognition plays a pivotal role in making human robot interaction more closer and has a wide applicability in industrial automation, control and surveillance systems. Audio event is composed of intricate phonic patterns which are harmonically entangled. Audio recognition is dominated by low and mid-level features, which have demonstrated their recognition capability but they have high computational cost and low semantic meaning. In this paper, we propose a new computationally efficient framework for audio recognition. Audio Bank, a new high-level representation of audio, is comprised of distinctive audio detectors representing each audio class in frequency-temporal space. Dimensionality of the resulting feature vector is reduced using non-negative matrix factorization preserving its discriminability and rich semantic information. The high audio recognition performance using several classifiers (SVM, neural network, Gaussian process classification and k-nearest neighbors) shows the effectiveness of the proposed method.
音频事件自动识别在使人机交互更加紧密方面起着举足轻重的作用,在工业自动化、控制和监控系统中有着广泛的适用性。音频事件是由复杂的谐波纠缠的语音模式组成的。音频识别以中低阶特征为主,虽然表现出一定的识别能力,但计算成本高,语义意义低。在本文中,我们提出了一种新的计算效率高的音频识别框架。音频库是一种新的音频高级表示,它由不同的音频检测器组成,这些音频检测器表示频率-时间空间中的每个音频类。利用非负矩阵分解对特征向量进行降维,保持特征向量的可判别性和丰富的语义信息。采用支持向量机、神经网络、高斯过程分类和k近邻等分类器对音频进行识别,取得了较高的识别性能。
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引用次数: 8
3-dimensional kinodynamic motion planning for an X4-Flyer using 2-dimensional harmonic potential fields 基于二维谐波势场的x4飞片三维动力学运动规划
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987738
K. Motonaka, Keigo Watanabe, S. Maeyama
In this research, it is aimed at guiding an X4-Flyer, which is a VTOL type UAV, to an arbitrary target point. In the previous research, we proposed a controller for an X4-Flyer to move on the X-Y plane by using a 2-dimensional harmonic potential field (HPF), assuming that the X4-Flyer keeps its altitude constantly. In this paper, the controller guides the X4-Flyer to an arbitrary target point in a 3-dimensional space by switching some 2-dimensional HPFs appropriately. It is confirmed on the simulation that the X4-Flyer can reach the arbitrary target point in the 3-dimensional space by using the proposed method.
在本研究中,X4-Flyer是一种垂直起降型无人机,旨在引导到任意目标点。在之前的研究中,我们提出了一种基于二维谐波势场(HPF)的X4-Flyer在X-Y平面上运动的控制器,假设X4-Flyer保持恒定的高度。在本文中,控制器通过适当地切换一些二维HPFs来引导X4-Flyer在三维空间中的任意目标点。仿真结果表明,采用该方法,X4-Flyer可以到达三维空间中的任意目标点。
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引用次数: 7
Mechanism and kinematic analysis of a robotic gadget for assisting hand movements of persons with severe disabilities to promote their community participation 一种辅助严重残疾人士手部运动以促进其社区参与的机器人装置的机理及运动学分析
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987827
Seungmin Jung, K. An, Jongbae Kim, Hyungsik Kim
Hand movements such as those necessary to use smart devices or credit cards are vital to modern-day daily life, both for able-bodied people and those with disabilities. Therefore, we have developed a robotic gadget for assisting people with severe disabilities by supporting the hand movements needed for everyday life and social activities, and thus promote those persons' participation in the community. To select the optimal services to be provided, we implemented focus-group interviews, targeting people with spinal cord injuries above the C4 vertebrae. Based on the extracted optimal services, we developed a robotic gadget to assist with a wide range of hand movements. The robotic gadget consists of a complex work module (offering three degrees of freedom) to assist with a range of hand movements, and a robotic arm (also with three degrees of freedom) to move the complex work module. The robotic arm incorporates a “tendon mechanism” whereby wires are used to minimize the size of the robotic arm joint. A parallel link mechanism automatically controls the position of the complex work module so that the smart device always faces the user regardless of the rotation of the robotic arm. The use of the parallel link mechanism also reduces the number of actuators required to keep the complex work module facing the user. The complex work module incorporates a card holder, which can load and eject up to four cards, and uses micro piezo motors to minimize its size. By implementing kinematic analysis, we calculated the position and orientation of an end-effector that can determine the space in which the complex work module operates. In this study, we verified the performance of the robotic gadget by building a prototype. The robotic gadget for supporting hand movements can be installed on a wheelchair or within the user's range of activity, and is expected to help severely disabled people as it improves their access to smart devices, assists them with the hand movements needed to partake in social activities, increases their interactions with able-bodied people, and promotes their participation in the community.
无论是对健全人还是残疾人来说,使用智能设备或信用卡所需的手部动作对现代日常生活都至关重要。因此,我们开发了一种机器人装置,帮助严重残疾人士在日常生活和社交活动中进行手部运动,从而促进他们参与社区活动。为了选择提供的最佳服务,我们对C4椎骨以上脊髓损伤的人进行了焦点小组访谈。基于提取的最优服务,我们开发了一个机器人小工具来辅助各种手部运动。该机器人装置由一个复杂的工作模块(提供三个自由度)和一个机械臂(也有三个自由度)组成,以辅助一系列的手部运动,并移动复杂的工作模块。机械臂结合了一个“肌腱机制”,其中电线被用来最小化机械臂关节的尺寸。并联连杆机构自动控制复杂工作模块的位置,使智能设备无论机械臂旋转与否始终面向用户。并联连杆机构的使用还减少了保持复杂工作模块面向用户所需的执行器数量。复杂的工作模块包含一个卡片夹,可以加载和弹出多达四张卡片,并使用微型压电电机来最小化其尺寸。通过实施运动学分析,我们计算了末端执行器的位置和方向,从而确定了复杂工作模块运行的空间。在这项研究中,我们通过建立一个原型来验证机器人小工具的性能。支持手部运动的机器人装置可以安装在轮椅上或在用户的活动范围内,有望帮助严重残疾人,因为它改善了他们使用智能设备的机会,帮助他们进行参与社交活动所需的手部运动,增加了他们与健全人的互动,并促进了他们参与社区活动。
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引用次数: 5
A study of train braking energy for energy bank design 基于能量库设计的列车制动能量研究
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987931
Su-Gil Lee, Byeong-Song Lee, Jun-Ho Lee, Chan-Bae Park, Jae-hee Kim, Shin-Myung Jung
The influence of logistics on the national economy increases as the economy advances. Vehicle transportation, however, cannot meet the ever-increasing transportation demand, with its economic efficiency deteriorating over time. Judging that such transportation demand cannot be met only by vehicle transportation, the government also seeks to increase transportation through railroads. In this study, the voltage supplied to train in trial operation was monitored and analyzed to identify the voltage condition supplied by the existing railroad. To directly measure the voltage supplied to train, PT was installed at the bottom of train pantograph for monitoring the primary voltage of the transformer, and for accurate measuring, surrounding environment and conditions were recorded and the analysis of stringing voltage using CBEMA curve was conducted. As a result, some of the section on Honam, Jonngang and Taebaek line were supplied 110[%] pf rated voltage (25[kV]) for more than 200[s] frequently exceeding 110[%] Taebaek line appeared to have had the installed voltage in worst condition.
随着经济的发展,物流对国民经济的影响也越来越大。然而,汽车运输已经不能满足日益增长的运输需求,其经济效益随着时间的推移而恶化。政府认为,仅靠车辆运输无法满足这样的运输需求,因此计划增加铁路运输。本研究通过对试运行列车的供电电压进行监测和分析,以识别现有铁路的供电电压状况。为了直接测量给列车供电的电压,在列车受电弓底部安装了PT,用于监测变压器的一次电压,为了准确测量,记录了周围环境和条件,并利用CBEMA曲线对串线电压进行了分析。因此,湖南线、中央线、太白线等部分线路的额定电压(25千伏)为110[%),供电时间超过200[s],经常超过110[%,太白线的安装电压处于最差状态。
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引用次数: 0
A CAN-based design for the control of electric vehicle 基于can的电动汽车控制设计
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987745
Der-Cherng Liaw, Cheng Yu, K. Wu
Due to the development of the advanced technologies, in the recent years, electronic devices for the communication and computer engineering have been considered to implement the so-called “X-by-Wire” scheme for steering control and braking control of the vehicles. It is known that the weight reduction of vehicle systems can decrease the power consumption when the traditional mechanical components can be replaced by electronic devices. Thus, X-by-wire system will be a trend in the automotive industry for saving energy. An event trigger design for vehicle control is proposed in this paper for vehicle control by using the protocol of Controller Area Network (CAN). The proposed design covers the development of CAN communication node, which is developed by using microprocessor chip Microchip PIC18F4585 and MCP2551 CAN transceiver. In addition, an interactive GUI-based utility program developer is also built up for user to easily develop the required function call to cope with the design specification. A wireless electric-driven control vehicle is served as a platform to verify the design of drive-by-wire and brake-by-wire operations. Experimental results demonstrate the success of the proposed design.
由于先进技术的发展,近年来,通信和计算机工程的电子设备被考虑实现所谓的“X-by-Wire”方案,以实现车辆的转向控制和制动控制。众所周知,当传统的机械部件可以被电子设备取代时,汽车系统的重量减轻可以降低功耗。因此,x线控系统将成为汽车行业节能的一个趋势。本文提出了一种基于控制器局域网(CAN)协议的车辆控制事件触发器设计。本设计涵盖了CAN通信节点的开发,该节点采用PIC18F4585微处理器和MCP2551 CAN收发器进行开发。此外,还建立了一个基于交互式gui的实用程序开发器,使用户可以轻松地开发所需的函数调用来处理设计规范。以无线电驱动控制车辆为平台,验证线控驱动和线控制动的设计。实验结果表明该设计是成功的。
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引用次数: 4
Closed loop-based extrinsic calibration of multi-modal sensors 基于闭环的多模态传感器外部定标
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987860
Sungdae Sim, K. Kwak, J. Kim, Sanghyun Joo
By increasing the requirement of reliable and accurate sensor information, the integration of multiple sensors has gained attention. Especially, the fusion of a LIDAR(Light Detection And Ranging) and a camera is one of the sensor combination broadly used because it provides the complementary and redundant information. Many existing calibration approaches consider the problem estimating the relative pose between each sensor pair such as a LIDAR and a camera. However, these approaches do not provide accurate solutions for multisensor configurations such as a LIDAR and cameras or LIDARs and cameras. In this paper, we propose a new extrinsic calibration algorithm using closed-loop constraints for multi-modal sensor configuration. The extrinsic calibration parameters are estimated by minimizing the distance between corresponding features projected onto the image plane. We conduct several experiments to evaluate the performance of our approach, such as comparison of the RMS distance of the ground truth and the projected points, and comparison between the independent sensor pair and our approach.
随着对传感器信息可靠性和准确性要求的不断提高,多传感器的集成得到了人们的关注。特别是激光雷达(LIDAR, Light Detection And Ranging)与相机的融合,由于其提供了互补和冗余的信息,是目前应用广泛的传感器组合之一。许多现有的校准方法都考虑了每个传感器对(如激光雷达和相机)之间的相对姿态估计问题。然而,这些方法并不能为多传感器配置提供精确的解决方案,如激光雷达和摄像头或激光雷达和摄像头。本文提出了一种基于闭环约束的多模态传感器外部标定算法。通过最小化投影到图像平面上的相应特征之间的距离来估计外部校准参数。我们进行了几个实验来评估我们的方法的性能,例如地面真值和投影点的均方根距离的比较,以及独立传感器对与我们的方法之间的比较。
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引用次数: 5
Analysis of mobile robot navigation using vector field histogram according to the number of sectors, the robot speed and the width of the path 利用矢量场直方图分析移动机器人导航,根据扇区数、机器人速度和路径宽度
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987943
Whee Jae Yim, Jin Bae Park
In this paper, we focus on the analysis of the mobile robot navigation problems with the vector field histogram (VFH) under various driving and environmental conditions. The VFH is one of the popular autonomous navigation algorithms. It constructs a polar histogram on the histogram grid map to express obstacles. To analyze the VFH, a number of numerical simulations are carried out where the number of sectors, the robot speed and the width of the path are regulated. As a result, we obtain the minimum number of sectors depending on the regulated driving and environmental conditions for successful navigation in given environments.
本文主要研究了基于矢量场直方图(vector field histogram, VFH)的移动机器人在不同驾驶和环境条件下的导航问题。VFH是目前比较流行的自主导航算法之一。在直方图网格图上构造一个极坐标直方图来表示障碍物。为了分析VFH,对扇区数量、机器人速度和路径宽度进行了数值模拟。因此,我们获得了在给定环境中成功导航的最小扇区数量,这取决于受管制的驾驶和环境条件。
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引用次数: 15
Nonlinear adaptive speed control for permanent magnet synchronous motors under the unbalanced resistances of phase windings 相绕组电阻不平衡条件下永磁同步电机的非线性自适应速度控制
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987951
Yoonsik Kim, Donghoon Shin, C. Chung
In this paper, we propose nonlinear adaptive speed control under three-phase voltage unbalance of permanent magnet synchronous motors. An adaptive control applied in a-b-c frame dynamics is proposed to compensate three-phase voltage unbalance by different values of resistance. At this method can estimate actual resistances. For velosity tracking, it is proven that the tracking error is globally asymptotically stable via Lyapunov theorem. The proposed method is performed to validate via the simulation.
本文提出了永磁同步电动机三相电压不平衡情况下的非线性自适应调速控制。提出了一种应用于a-b-c框架动态的自适应控制方法,通过不同的电阻值来补偿三相电压不平衡。这种方法可以估计实际电阻。对于速度跟踪,利用李雅普诺夫定理证明了跟踪误差是全局渐近稳定的。通过仿真对所提方法进行了验证。
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引用次数: 0
Reduced order type-k disturbance observer based on a generalized Q-filter design scheme 基于广义q滤波器设计方案的降阶k型扰动观测器
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987743
Youngjun Joo, Gyunghoon Park
As a robust control scheme, a disturbance observer (DOB) has been widely employed in industrial applications to reject the effect of disturbances and plant uncertainties. The disturbance rejection performance of DOB is mainly determined by the design of two Q-filters, which are the core components of DOB structure. Despite the different roles of each Q-filter, they have been typically designed to have the same structure. In this paper, we generalize Q-filters' structures based on the observation about each Q-filter's objective and derive a robust stability condition for the proposed DOB based control system. In addition, following the generalized Q-filter design scheme, a reduced order type-k DOB is proposed to enhance the disturbance rejection performance and reduce the order of type-k DOB compared with the conventional one. Finally, a constructive Q-filter design procedure for guaranteeing robust stability of the closed-loop system is proposed under parametric uncertainties of plant which belong to an arbitrarily large compact set.
作为一种鲁棒控制方案,扰动观测器(DOB)被广泛应用于工业应用中,以抑制扰动和对象不确定性的影响。DOB的抗扰性能主要取决于两个q滤波器的设计,这两个q滤波器是DOB结构的核心部件。尽管每个Q-filter的作用不同,但它们通常被设计成具有相同的结构。本文通过对每个q -滤波器目标的观察,对q -滤波器的结构进行了推广,并给出了基于DOB的控制系统的鲁棒稳定性条件。此外,根据广义q -滤波器设计方案,提出了一种降阶k型DOB,以提高抗扰性能,并与传统的k型DOB相比降低了k型DOB的阶数。最后,提出了一种保证闭环系统在任意大紧集对象参数不确定情况下鲁棒稳定性的构造q滤波器设计方法。
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引用次数: 5
Control analysis for a non-minimum phase static unstably missile 非最小相位静不稳定导弹控制分析
Pub Date : 2014-12-18 DOI: 10.1109/ICCAS.2014.6987909
Fan Jun-fang, Chen Ying, Lin Peng
A novel control evaluation approach for tactical missile is detailed. The characteristics of non-minimum phase and static instability of a tail-controlled tactical missile are presented firstly. Then the frequency-domain controllable analysis is derived. Due to the limitations of traditional stability margins, the vector margin (VM) is introduced and compared with sensitivity function to show their essential relationship. A longitudinal three-loop autopilot is designed to stabilize the non-minimum phase static unstably missile dynamics and used as the baseline for all the tan available linear autopilot topologies given with the identical closed-loop characteristic equation and time-domain step response. Then vector margin method is adopted to compute and evaluate the stability of all available autopilots. The analysis and computation results show that the vector margin method could give better evaluation on system stability.
详细介绍了一种新的战术导弹控制评估方法。首先分析了尾控战术导弹的非最小相位特性和静态不稳定性。然后推导了频域可控分析。针对传统稳定裕度方法的局限性,引入了向量裕度,并与灵敏度函数进行了比较,揭示了两者的本质关系。设计了一种纵向三回路自动驾驶仪,用于稳定非最小相位静态不稳定导弹动力学,并将其作为给定的具有相同闭环特征方程和时域阶跃响应的所有可用线性自动驾驶仪拓扑的基线。然后采用向量裕度法对所有可用自动驾驶仪的稳定性进行计算和评价。分析和计算结果表明,向量裕度法能较好地评价系统的稳定性。
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引用次数: 4
期刊
2014 14th International Conference on Control, Automation and Systems (ICCAS 2014)
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