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2018 International Conference on Advanced Mechatronic Systems (ICAMechS)最新文献

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Digital recognition based on sewing method 基于缝纫方法的数字识别
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8506819
Nan Dong, Yong Zhang, Qinjun Zhao
When people can't get close to identify the number of instruments, the digital area on the display screen can only be transmitted to the computer by the camera, and the digital recognition is realized through the computer's related software and algorithms. After image pre-processing operations, such as geometric correction, gray-scale, threshold and corrosion expansion, the projection method is used to segment the image and the number is identified by the sewing method. Compared with the traditional method of digital recognition, the efficiency of the sewing method is very high. The combination features of the horizontal and vertical thread of the image is used to complete the cascade classification after the character preprocessing operation. In the digital image acquisition and recognition system based on sewing method, 4320 numbers are identified and tested, of which an average of 122 digits can be handled per second. This method performs well in processing speed, recognition accuracy and anti-interference.
当人们无法近距离识别仪器数量时,只能通过摄像头将显示屏上的数字区域传输给计算机,通过计算机的相关软件和算法实现数字识别。经过几何校正、灰度化、阈值化、腐蚀膨胀等图像预处理操作后,采用投影法对图像进行分割,并采用缝纫法对数字进行识别。与传统的数字识别方法相比,该方法的识别效率很高。在字符预处理操作后,利用图像水平线和垂直线的组合特征完成级联分类。在基于缝纫方法的数字图像采集与识别系统中,识别和测试了4320个数字,平均每秒可处理122个数字。该方法具有较好的处理速度、识别精度和抗干扰性。
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引用次数: 1
Disturbance Suppressing Model Predictive Control Using State Space Approach 基于状态空间方法的扰动抑制模型预测控制
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507018
M. Deng, A. Inoue, A. Yanou, T. Henmi, Shin-ichi Yoshinaga
This paper proposes a method to suppress the effects of disturbance using an extended controller of state feedback and state estimating observer. Model predictive control(MPC) is widely applied in industry and safety is the most important issue. One measure for safety control is a fault tolerant control which controls plants safely even when a fault occurs. In many cases, effects of fault are represented by effects of unknown disturbances and to suppress such effects of unknown disturbances is an effective method of fault tolerant control. Hence, this paper considers a control to suppress the effects of disturbance for model predictive control. Also frequently fault occurs at measurement of outputs and feedback loop is cut and this causes the output being unstable and plant being dangerous. If the poles of controller are designed to be stable, then the unstable output is avoided and a method to specify poles of the controller being stable is also obtained for the fault tolerant GPC. Hence this paper gives a control scheme (1) to suppress the effects of disturbances and (2) to prevent output being unstable when feedback is cut. To ensure these controls, this paper proposes two control schemes, (1) to derive a mathematical expression of the effect of disturbance, (2) to design stable poles of the controller. To design the controller poles, this paper uses an extended generalized controller by state space coprime factorization approach. The extended controller brings additional poles in the closed-loop. Hence, to design fault tolerant control, (3) as the third control schemes, this paper also derives mathematical expressions of the cancelled poles of the closed-loop systems and the poles of the controller. Once, these expressions are obtained, then these poles are easily designed by selecting design parameters in the controller.
提出了一种利用状态反馈扩展控制器和状态估计观测器抑制扰动影响的方法。模型预测控制(MPC)在工业中有着广泛的应用,安全性是最重要的问题。安全控制的一种措施是容错控制,即使发生故障也能安全控制电站。在许多情况下,故障的影响表现为未知干扰的影响,抑制未知干扰的影响是容错控制的有效方法。因此,本文在模型预测控制中考虑了一种抑制扰动影响的控制方法。在输出测量中也经常发生故障,反馈回路被切断,导致输出不稳定,设备处于危险之中。如果将控制器的极点设计为稳定的,则避免了输出的不稳定,并给出了一种容错GPC控制器极点稳定的指定方法。因此,本文给出了一种控制方案(1)来抑制干扰的影响,(2)来防止反馈被切断时输出不稳定。为了保证这些控制,本文提出了两种控制方案,(1)导出扰动影响的数学表达式,(2)设计控制器的稳定极点。为了设计控制器极点,本文采用了一种基于状态空间素数分解的扩展广义控制器。扩展控制器在闭环中增加了额外的极点。因此,为了设计容错控制,(3)作为第三种控制方案,本文还导出了闭环系统的取消极点和控制器极点的数学表达式。一旦得到这些表达式,就可以通过在控制器中选择设计参数来方便地设计这些极点。
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引用次数: 0
An improved Robust Stability Criteria of Neutral Lur'e Systems with Time-Varying Delay via Nonlinearity Decomposition Approach 基于非线性分解的中立型时变时滞系统鲁棒稳定性判据的改进
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507084
Peng Zhang, Tao Shen
This paper considers the robust absolute stability for uncertain mixed neutral and Lur'e systems with time-varying delay and sector-bounded nonlinear. A novel nonlinearity decomposition approach is proposed. By constructing a suitable augmented L-K functional, and combining nonlinearity decomposition approach, Writing-integral inequality and reciprocally convex approach, the new delay-dependent robust stability criteria for uncertainly neutral Lur'e systems are derived in the form of linear matrix inequalities (LMIs). Two numerical examples are presented to show that effectiveness and less conservatism of proposed methods and can improve the existing methods.
研究具有时变时滞和扇形有界非线性的不确定混合中立型和Lur型系统的鲁棒绝对稳定性问题。提出了一种新的非线性分解方法。通过构造合适的增广L-K泛函,结合非线性分解方法、writingintegral不等式和互凸方法,以线性矩阵不等式(lmi)的形式导出了不确定中立型Lur'e系统新的时滞相关鲁棒稳定性判据。算例表明了所提方法的有效性和较低的保守性,并对现有方法进行了改进。
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引用次数: 0
A Self-Adaption Single Image Dehaze Method Based on Clarity-evaluation-function of Image 基于图像清晰度评价函数的自适应单幅图像去雾方法
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507126
Yi-tao Liang, Wenqiang Zhang, Kui-bin Zhao, Yafei Li
The quality of image collected under severe weather such as fog and haze is badly damaged due to the atmospheric scattering. In order to solve the problem that image dehazing algorithms have poor adaptability, which will occur contrast distortion after restoration or cannot eliminating the influence of dense haze, a self-adaption single image dehaze method based on clarity evaluation is proposed to effectively recover the visual effects of the scene. The innovation points of this paper lied in that, first, the haze image is disposed separately according to average value, standard deviation, average gradient, information entropy and other clarity judgment features of the input image; then, the method of self-adaption image quality evaluation and coding decision is introduced to the dehaze results, to output the best effects obtained through comparison of many methods; finally, the clarity judgment is carried out again to output the final results. Experimental results demonstrate that the proposed method can achieve a better dehazing effect, and its chromaticity, luminance and contrast are improved to a certain extent. The universality of dehaze method is further improved.
在雾霾等恶劣天气条件下,由于大气散射,采集到的图像质量受到严重影响。为解决图像去雾算法适应性差,恢复后会出现对比度失真或不能消除浓密雾霾影响的问题,提出了一种基于清晰度评价的自适应单幅图像去雾方法,有效恢复场景视觉效果。本文的创新点在于:首先,根据输入图像的平均值、标准差、平均梯度、信息熵等清晰度判断特征对雾霾图像进行单独处理;然后,将自适应图像质量评价和编码决策方法引入到去霾结果中,通过多种方法的比较,输出得到的最佳效果;最后,再次进行清晰度判断,输出最终结果。实验结果表明,该方法能取得较好的除雾效果,并在一定程度上提高了图像的色度、亮度和对比度。进一步提高了除霾方法的通用性。
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引用次数: 6
An operator-based control scheme designed for nonlinear feedback system 针对非线性反馈系统设计了一种基于算子的控制方案
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507114
N. Bu, Congcong Jia, Wenpeng Li, M. Deng
In this paper, the issue of handling the stability of nonlinear feedback systems by using an operator-based right coprime factorization method is discussed. Based on the isomorphism factorization method, the inverse of the right factor is discussed and the existence domain and the BIBO stability is respectively proposed by matrix inverse lemma and Liptchitz norm. Moreover, the proposed design scheme can be applied to the select and design of the unimodular operator. In addition, a numerical example of Peltier actuated thermal process temperature control is given to illustrate the effectiveness of the proposed method.
本文讨论了用基于算子的右素数分解方法处理非线性反馈系统的稳定性问题。在同构分解方法的基础上,讨论了右因子的逆,利用矩阵逆引理和Liptchitz范数分别给出了存在域和BIBO稳定性。此外,所提出的设计方案可应用于单模算子的选择和设计。最后,给出了由Peltier驱动的热过程温度控制的数值算例,说明了该方法的有效性。
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引用次数: 0
Model-Free Linear Discrete-Time System H∞ Control Using Input-Output Data 基于输入-输出数据的无模型线性离散系统H∞控制
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8506843
Jialu Fan, Z. Li, Yi Jiang, T. Chai, F. Lewis
In this paper, a data-driven output feedback H∞ control algorithm for discrete-time linear systems with unknown dynamics has been proposed. At first, the standard model-based state feedback H∞ controller is formulated. Then, considering the state is not measurable and the system dynamic is unknown for some systems, we reformulate the value function of the H∞ control problem based on historical input and output data. Using the novel value function and adaptive dynamic programming approach, an online data-driven output feedback H∞ control algorithm for linear discrete-time systems is proposed. Different from on-policy reinforcement learning based model-free control algorithms, the proposed algorithm can eliminate the influence of probing noise to guarantee unbiased solutions. A simulation example is employed to verify the effectiveness of the proposed control algorithm.
针对具有未知动力学的离散线性系统,提出了一种数据驱动的输出反馈H∞控制算法。首先,建立了基于标准模型的状态反馈H∞控制器。然后,考虑到某些系统的状态不可测和系统动态未知,基于历史输入输出数据,重新构造了H∞控制问题的值函数。利用新的值函数和自适应动态规划方法,提出了一种线性离散系统的在线数据驱动输出反馈H∞控制算法。与基于策略强化学习的无模型控制算法不同,该算法可以消除探测噪声的影响,保证解的无偏性。仿真算例验证了所提控制算法的有效性。
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引用次数: 6
Modeling and Comprehensive Analysis of an Innovative Coaxial Ducted Fan Aircraft 一种新型同轴导管风扇飞行器的建模与综合分析
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507145
Yibo Zhang, C. Xiang, Bin Xu
This paper proposes an innovative coaxial aircraft with tandem ducted fans, which has great trafficability and is particularly suitable for passing through narrow spaces. The unconventional structure leads to unknown complicated dynamical characteristics. A comprehensive nonlinear dynamic model is established, considering the special characteristics of duct and coaxial rotors. On this basis, a series of modeling analyses are completed to fully understand the coupling, stability and controllability of the aircraft. The results verify the feasibility of this innovative design and reveal the dynamic differences between it and other conventional aircrafts. Moreover, the results are the prerequisite for future controller design and provide guidance for the controller design process.
本文提出了一种新型的带串联风道风扇的同轴飞机,该飞机具有很大的通航性,特别适合于通过狭窄的空间。非常规结构导致了未知的复杂动力特性。考虑导管转子和同轴转子的特殊特性,建立了综合的非线性动力学模型。在此基础上,完成了一系列的建模分析,以充分了解飞机的耦合、稳定性和可控性。结果验证了该创新设计的可行性,并揭示了其与其他常规飞机的动力学差异。研究结果为今后的控制器设计提供了前提条件,并为控制器的设计过程提供了指导。
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引用次数: 2
Robot arm control based on human multi-joint arm viscoelasiticity and operator theory 基于人体多关节臂粘弹性和算子理论的机械臂控制
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507015
Shotaro Kubota, M. Deng, Y. Noge
In aging society and decrease of birthrate, the number of workers is decresing and it is an urgent problem to be solved. One way to solve this problem is to use a robot. For this way, we are required to analyze the movement of human and identify the characteristics of the movement. And if we can apply the measured characteristic of the movement to the robot, we can realize human-like movement with robot. In this paper, a robot arm control system is discussed based on the human multi-joint arm viscoelasticity and robust right coprime factorization condition. Specifically, we apply the human multijoint arm viscoelasticity to a tracking controller of the robot arm and confirm that it follows the target trajectory. The effectiveness of the proposed design scheme is verified by simulations.
在老龄化社会和出生率下降的背景下,劳动力数量不断减少,这是一个亟待解决的问题。解决这个问题的一种方法是使用机器人。为此,我们需要对人体的运动进行分析,识别运动的特征。如果将测量到的运动特性应用到机器人身上,就可以实现机器人的类人运动。基于人体多关节臂粘弹性和鲁棒右素数分解条件,研究了一种机器人手臂控制系统。具体来说,我们将人体多关节手臂的粘弹性应用于机器人手臂的跟踪控制器,并确认其遵循目标轨迹。仿真结果验证了该设计方案的有效性。
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引用次数: 1
Green tea could improve the performance of cognitive tasks: A pilot study with wearable brain imaging device 绿茶可以改善认知任务的表现:可穿戴脑成像设备的初步研究
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8506748
Uma Maheswari Rajagoplan
Recently, the consumption of green tea is on the rise due to its potential positive health effects. The main origin for these effects have been attributed to the presence of two compounds found in tea, caffeine and L-theanine with caffine being related to attention, energy, motivation, self-confidence, alertness and concentration and L-theanine related to relaxation. In this study, a wearable functional Near-Infrared Spectroscopy (fNIRS) device was used to monitor neural activity. The device operating at a wavelength of 810 nm could detect absorption changes in total oxyhemoglobin (HbO) due to neural activity and the current study focused on addressing changes in attention under the consumption of green tea and other beverages. In this pilot study, a total of 6 Japanese undergraduate students (3 males and 3 females) participated and the cognitive tasks included multiplication (M) and word generation (W) game in English. It was found that during both the multiplication and word tasks, the relative decrease in total HbO was smaller for green tea in comparison to both control or no drink and other beverages for almost all the subjects. In conclusion, we suggest for the existence of a correlation between drink type and task performance and this could have implications not only in classrooms and but also form the basis of studying the cognitive effects of different drinks available in the market.
最近,由于绿茶对健康的潜在积极影响,它的消费量正在上升。产生这些效果的主要原因是茶中发现的两种化合物,咖啡因和l -茶氨酸。咖啡因与注意力、能量、动力、自信、警觉性和注意力有关,而l -茶氨酸与放松有关。在这项研究中,一种可穿戴的功能性近红外光谱(fNIRS)设备被用于监测神经活动。该装置工作在810纳米波长,可以检测神经活动引起的总血红蛋白(HbO)吸收变化,目前的研究重点是解决饮用绿茶和其他饮料时注意力的变化。在本初步研究中,共有6名日本本科生(男3女3)参与,认知任务包括英语乘法(M)和单词生成(W)游戏。研究发现,在乘法和单词任务中,与对照组或不饮酒以及其他饮料相比,绿茶对几乎所有受试者的总HbO的相对减少都要小一些。总之,我们认为饮料类型和任务表现之间存在相关性,这不仅对课堂有影响,而且为研究市场上不同饮料的认知影响奠定了基础。
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引用次数: 1
Plenary Speakers: Output Feedback Based Adaptive Control and Parallel Feedforward Compensator - Design and Applications 全体演讲嘉宾:基于输出反馈的自适应控制与并联前馈补偿器——设计与应用
Pub Date : 2018-08-01 DOI: 10.1109/ICAMECHS.2018.8507068
I. Mizumoto, Shigang Yue
The system is said to be ‘almost strictly positive real (ASPR)’ if there exists a static output feedback such that the resulting closed-loop system is strictly positive real (SPR). The conditions for the system to be ASPR are given by (1) the system is minimum-phase, (2) the system has a relative degree of 1, (3) the high-frequency gain of the system is positive. It is well recognized that, under the ASPR condition, one can easily design stable adaptive output feedback control systems and/or adaptive output tracking control systems which have simple structure utilizing only output of the controlled system. Under the ASPR conditions, the ASPR based adaptive output feedback controls including simple adaptive control (SAC) can reduce the number of adjusting parameters and can design the controller without the knowledge of the order of the controlled system. Therefore, the ASPR based adaptive output feedback controls have strong robustness with respect to system's uncertainties and disturbances so that several kinds of practical applications have been reported. Unfortunately, however, since there are many systems that have relative degree greater than one and/or is not minimum phase, most practical systems do not satisfy these ASPR conditions. One of the simple solution to overcome the problem is to introducing a parallel feedforward compensator (PFC). By introducing the PFC to the controlled system, the difficulty to control uncertain system is drastically alleviated via simple adaptive output feedback based on ASPR properties. In my talk, the basic design concept of the output feedback based adaptive control system is presented and the availability of the PFC is explained. The applicability of the output feedback based adaptive control is also shown with some application results
如果存在一个静态输出反馈,使得闭环系统是严格正实的,则系统被称为“几乎严格正实”。系统为ASPR的条件为:(1)系统为最小相位,(2)系统的相对度数为1,(3)系统的高频增益为正。众所周知,在ASPR条件下,仅利用被控系统的输出,就可以很容易地设计出结构简单的稳定自适应输出反馈控制系统和/或自适应输出跟踪控制系统。在asr条件下,包括简单自适应控制(SAC)在内的基于asr的自适应输出反馈控制可以减少调节参数的数量,并且可以在不知道被控系统阶数的情况下设计控制器。因此,基于ASPR的自适应输出反馈控制对系统的不确定性和干扰具有较强的鲁棒性,因此已有几种实际应用的报道。然而,不幸的是,由于有许多系统的相对度大于1和/或不是最小相位,大多数实际系统不满足这些ASPR条件。解决这一问题的一种简单方法是引入并联前馈补偿器(PFC)。将PFC引入到被控系统中,通过基于ASPR特性的简单自适应输出反馈,极大地减轻了不确定系统的控制难度。在我的演讲中,介绍了基于输出反馈的自适应控制系统的基本设计概念,并解释了PFC的可用性。给出了基于输出反馈的自适应控制的应用实例
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引用次数: 0
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2018 International Conference on Advanced Mechatronic Systems (ICAMechS)
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