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2013 IEEE International Conference on Control System, Computing and Engineering最新文献

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Discrete wavelet transform in recognition human emotional movement through knocking 离散小波变换在人类情感运动识别中的应用
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720009
N. M. Khair, S. Yaacob, M. Hariharan, S. Basah
Developing tools for identifying emotional states in human action is seen more challenging area of research and has attracted many researchers recently. In this paper, a new feature extraction method was proposed in identifying emotional states in human knocking. Four discrete categories of emotion such as angry, happy, neutral and sad were analyzed through human knocking and were carried out by employing Discrete Wavelet Transform (DWT) as a feature extraction method. Three different wavelet families with orders (db1, db4, Sym2, Sym5, Coif1 and Coif4) are utilized to investigate their performance in recognizing human emotional movement. Six statistical features such as mean, maximum, minimum, standard deviation, skewness and kurtosis were derived from approximation and detail coefficients at five levels of decomposition. Two different classifiers known as k-Nearest Neighbor (KNN) and Fuzzy k-Nearest Neighborhood (FkNN) was used to classify emotional movement. The experimental results demonstrate that the proposed method gives very promising classification accuracies.
开发识别人类行为中的情绪状态的工具被视为更具挑战性的研究领域,最近吸引了许多研究人员。本文提出了一种新的特征提取方法来识别人敲门时的情绪状态。通过人敲门对愤怒、快乐、中性和悲伤四类离散的情绪进行分析,并采用离散小波变换(DWT)作为特征提取方法。利用三个不同的小波族(db1, db4, Sym2, Sym5, Coif1和Coif4)的顺序来研究它们在识别人类情绪运动中的表现。从五个分解层次上的近似系数和细节系数推导出均值、最大值、最小值、标准差、偏度和峰度等六个统计特征。两种不同的分类器被称为k近邻(KNN)和模糊k近邻(FkNN)被用于分类情绪运动。实验结果表明,该方法具有很好的分类精度。
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引用次数: 1
Finite Element Analysis of epidermal ridges in tactile sensing application 表皮脊在触觉传感中的有限元分析
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720017
N. Syamimi, S. Yahud
Human mechanoreceptors are the biological tactile transducers, providing tactile information to the somatosensory system. A biologically inspired tactile sensor replicates structural and design of the human fingertip to produce similar response to the human mechanoreceptors. The study of different shapes and heights of an artificial epidermal ridge is proposed in order to obtain the optimum design of a bio-inspired tactile sensor. The Finite Element Analysis model was conducted using COMSOL software. The artificial skin was modelled as a nearly compressible, linear hyperelastic material. There were five different shapes of the epidermal ridge which are the centered circle, centered square, centered rectangle, semi-circular and rectangular ridge each with six different heights. The heights of epidermal ridges tested are 100, 110, 150, 170, 210, 250 μm. A boundary load of 1 N/m2 was applied on the top surface of the protrusion in z and x direction for normal and shear stress. The base of the model was constraint to maintain the same boundary conditions throughout all simulation. Simulations were done to determine the suitable depth for sensor placement in the skin area under the epidermal ridge. The simulated result for all different shape and height were compared. Simulation results with areas that experienced the highest stress were given to validate the proposed epidermal ridge model. The best epidermal ridge identified is the semi-circular model with 210 μm height with the value of 0.8246 N/m2 simulated Von Mises stress distribution. The optimum sensor placement with cut line 3D is at 400 μm below the model top surface. The proposed artificial epidermal ridge finger skin with optimum shape and height of the epidermal ridge are readily applicable to be fabricated as a bio-inspired tactile sensor.
人体机械感受器是生物触觉传感器,为体感觉系统提供触觉信息。一种受生物启发的触觉传感器复制了人类指尖的结构和设计,以产生与人类机械感受器相似的反应。为了获得仿生触觉传感器的最佳设计方案,提出了研究不同形状和高度的人造表皮脊的方法。采用COMSOL软件对模型进行有限元分析。人造皮肤被建模为一种几乎可压缩的线性超弹性材料。表皮脊有中心圆形、中心方形、中心矩形、半圆形和矩形五种不同的形状,各有六种不同的高度。测试的表皮脊高度分别为100、110、150、170、210、250 μm。在凸体顶面z、x方向施加1 N/m2的边界荷载作为法向应力和剪应力。模型的基础是约束,在整个模拟过程中保持相同的边界条件。通过模拟来确定传感器在表皮脊下皮肤区域的合适放置深度。对不同形状和高度的模拟结果进行了比较。模拟结果与经历最大应力的区域,以验证所提出的表皮脊模型。模拟Von Mises应力分布的最佳表皮脊为高210 μm的半圆形模型,其值为0.8246 N/m2。3D切割线的最佳传感器位置位于模型顶面以下400 μm处。所提出的人造表皮脊指皮肤具有最佳的表皮脊形状和高度,易于制作为仿生触觉传感器。
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引用次数: 0
Experimental verification and comparison of different stabilizing controllers for a rotary inverted pendulum 旋转式倒立摆不同稳定控制器的实验验证与比较
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720001
A. Al-Jodah, H. Zargarzadeh, Maythem K. Abbas
This paper focuses on implementation of swing-up, switching and stabilizing controllers for rotary inverted pendulum. An energy based method to swing-up the pendulum and a state feedback controller to keep the pendulum in the upright position are employed. The mixed H2/H∞ state feedback controller is used to stabilize the pendulum with reduced oscillations. The results have been compared with the standard full state feedback and LQR. The Quanser rotary inverted pendulum is used as the testbed. All controllers are implemented in real-time using Microstick II with dsPIC33FJ128MC802 and Simulink embedded target for Microchip®.
本文重点研究了旋转倒立摆的起摆、切换和稳定控制器的实现。采用基于能量的摆振方法和状态反馈控制器使摆振保持在垂直位置。采用H2/H∞混合状态反馈控制器实现摆的减振稳定。结果与标准全状态反馈和LQR进行了比较。采用全色旋转倒立摆作为试验平台。所有控制器都使用Microstick II与dsPIC33FJ128MC802和Simulink嵌入式目标Microchip®实时实现。
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引用次数: 10
Single cell trapping in microfluidic channel via hydrodynamic manipulation 基于流体动力学的微流体通道中单细胞捕获
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720035
A. A. Khalili, M. Basri, M. Ahmad
Microfluidic devices are important for the single cell analysis such as cell mechanical and electrical characterization. Single cell characterization could be related to many significant applications including early disease diagnosis. However to perform the single cell manipulation, firstly a single cell have to be isolated and a platform for the cell manipulation have to be provided. One of the methods to trap a single cell is by using hydrodynamic trapping in the microfluidic channel. This study provides a finite element model for single cell trapping for a yeast cell model. The objectives of the simulations are to obtain the appropriate channels' geometry and optimized ratio of the fluid's inlet and suction flow rate to trap a single yeast cell. Trap channel was designed to trap a 5 μm yeast cell with a suction hole placed in the end of the trap channel. Design geometry and ratio of fluid flow rates referring to the hydrodynamic concept were studied for the cell trapping model. The analysis was carried out using numerical solutions from the finite element ABAQUS-FEA software. Using the cell trapping model, a single yeast cell able to be trapped into the trap channel with optimized channel's suction hole's geometry and appropriate fluid's inlet and suction flow rate ratio.
微流控装置对于单细胞分析,如细胞力学和电学特性等具有重要意义。单细胞表征可能涉及许多重要的应用,包括早期疾病诊断。然而,要进行单细胞操作,首先必须分离单个细胞,并提供细胞操作平台。捕获单个细胞的方法之一是在微流体通道中使用流体动力学捕获。本研究为酵母细胞模型的单细胞捕获提供了一个有限元模型。模拟的目标是获得合适的通道几何形状和流体入口和吸入流量的优化比例,以捕获单个酵母细胞。诱捕通道设计为诱捕5 μm的酵母细胞,在诱捕通道末端设置吸孔。根据流体力学的概念,研究了细胞捕获模型的设计几何形状和流体流速比。采用有限元软件ABAQUS-FEA的数值解进行分析。利用细胞捕获模型,通过优化通道的吸孔几何形状和适当的流体入口和吸流量比,可以将单个酵母细胞捕获到陷阱通道中。
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引用次数: 1
Improving accuracy of applications fingerprinting on local networks using NMAP-AMAP-ETTERCAP as a hybrid framework 使用nmap - map - ettercap作为混合框架提高本地网络应用指纹识别的准确性
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6719998
W. Ghanem, B. Belaton
The process of detecting running software on remote hosts, is generally known as fingerprinting. Fingerprinting process is performed as step before the attack stage on the remote host. There are two types of fingerprinting; active and passive fingerprinting. However, each type encountered limitation when implemented separately in networks, and their inability to provide accurate information about the host services/applications. The main objective of this paper is to propose possibility of enhancing the detection process of the host profiling, applications/ services fingerprinting and the methods of host identification. Herein, we perform network host profiling by identifying different services/ applications that were running on the host. More so, we exploit sophisticated process of application layer protocol payloads by active and passive fingerprinting tools. Besides, we attempt to add a layer of correctness into these tool results, by building a new database of signatures which is derived from these results. The new signature database can be tested either exactly or through approximate fuzzy matching. The experiment results give a better accurate output compare to the base tools alone.
检测远程主机上正在运行的软件的过程通常被称为指纹识别。指纹识别过程在远程主机上作为攻击阶段的前一步执行。指纹识别有两种类型;主动和被动指纹识别。然而,当在网络中单独实现时,每种类型都会遇到限制,并且它们无法提供关于主机服务/应用程序的准确信息。本文的主要目的是提出增强主机分析、应用程序/服务指纹识别和主机识别方法的检测过程的可能性。在这里,我们通过识别主机上运行的不同服务/应用程序来执行网络主机分析。更重要的是,我们通过主动和被动指纹工具利用应用层协议有效负载的复杂过程。此外,我们尝试在这些工具结果的基础上增加一层正确性,建立一个新的签名数据库。新的特征库既可以精确测试,也可以通过近似模糊匹配进行测试。与单独使用基础工具相比,实验结果提供了更好的精确输出。
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引用次数: 15
GA-tuned fuzzy logic control of knee-FES-ergometer for knee swinging exercise 膝关节摆动运动fes测力仪的ga调谐模糊逻辑控制
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720037
R. Boudville, Z. Hussain, S. Z. Yahaya, K. A. Ahmad, M. Taib
Knee-FES-ergometer for knee swinging exercise is introduced as a hybrid exercise for restoration of function of the knee for stroke patients through the application of functional electrical stimulation (FES). The aim of the new knee-FES-ergometer is to provide high intensity knee swinging exercise. It is able to reduce required electrical stimulation and will able to elongate the exercise duration while avoiding early muscle fatigue. Fuzzy logic control (FLC) is used to control the knee trajectory for the purpose of smooth knee swinging exercise. However, conventional FLC rely on human experiences and trial and error for parameter identifications. In this work, a genetic algorithm (GA) is used to tune the FLC to maintain a smooth swinging exercise. The performance of the proposed GA tuned FLC is compared with a manually tuned FLC. Results shows that the GA tuned FLC offers encouragingly better performance.
膝-FES-测功仪是一种应用功能电刺激(FES)恢复中风患者膝关节功能的混合运动。新的膝关节- fes -测力仪的目的是提供高强度的膝关节摆动运动。它能够减少所需的电刺激,并能够延长运动时间,同时避免早期肌肉疲劳。采用模糊逻辑控制(FLC)控制膝关节运动轨迹,实现膝关节平稳摆动运动。然而,传统的FLC依赖于人的经验和反复试验来确定参数。在这项工作中,使用遗传算法(GA)来调整FLC以保持平稳的摆动练习。将遗传调谐FLC与手动调谐FLC的性能进行了比较。结果表明,遗传算法调谐的FLC具有令人鼓舞的更好的性能。
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引用次数: 5
PWM controller design of a hexapod robot using FPGA 基于FPGA的六足机器人PWM控制器设计
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6719980
N. A. Ali, S. I. Salim, R. A. Rahim, S. A. Anas, Z. M. Noh, S. I. Samsudin
Motor control mechanism on a robotic platform has been dominated by microcontroller-based system for the past decade. With the advancement of the reconfigurable hardware platforms such as field programmable gate array (FPGA), such control mechanism is being ported to the platform in order to improve efficiency and achieves higher performance. This paper presents the FPGA implementation of the servomotor control technique which is applied for a six-legged robot platform. The hexapod robot consisted of 18 continuous servomotors with 3 servos on each leg. Each of the servomotors is assigned with single pulse width modulation (PWM) output and could be individually controlled by the main controller. To enable smooth movement of the hexapod, all the PWM output are synchronized based on a simple tripod gait movement. The servo motor controller is implemented in the Spartan-3 FPGA chip and the hardware design is described in Verilog Hardware Description Language (HDL). The controller design is simulated and verified using Xilinx's ISE Simulator (ISim). Initial hardware implementation also has been conducted on several basic movements on the hexapod such as standing-up, forward and backward movement. Overall, the implementation of the servomotor controller in an FPGA has offered several advantages in terms of circuit design flexibility and simultaneous command executions when compared to conventional microcontroller-based system.
在过去的十年里,机器人平台上的运动控制机制一直被基于微控制器的系统所主导。随着现场可编程门阵列(FPGA)等可重构硬件平台的发展,这种控制机制正被移植到平台上,以提高效率和实现更高的性能。本文介绍了应用于六足机器人平台的伺服电机控制技术的FPGA实现。六足机器人由18个连续伺服马达组成,每条腿上有3个伺服马达。每个伺服电机被指定为单脉宽调制(PWM)输出,并且可以由主控制器单独控制。为了使六脚的平稳运动,所有PWM输出都是基于简单的三脚架步态运动同步的。伺服电机控制器在Spartan-3 FPGA芯片上实现,硬件设计用Verilog硬件描述语言(HDL)描述。使用赛灵思的ISE模拟器(ISim)对控制器设计进行了仿真和验证。对六足上的几个基本动作,如站立、前进和后退,也进行了初步的硬件实现。总的来说,与传统的基于微控制器的系统相比,在FPGA中实现伺服电机控制器在电路设计灵活性和同时执行命令方面提供了几个优势。
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引用次数: 4
Investigation of a square loop Frequency Selective Surface (FSS) on hybrid material at 2.4 GHz 2.4 GHz杂化材料方环频率选择表面的研究
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6719973
M. Aziz, M. M. Shukor, B. Ahmad, M. K. Suaidi, M. F. Johar, M. Othman, S. N. Salleh, F. A. Azmin, M. F. Malek
The design FSS structure consists of square loop FSS structures placed on the FR4 board and glass. The square loop FSS is designed and simulated by using the CST Microwave Studio software for 2.4 GHz based on industrial, scientific and medical bands (ISM) standard. The reflection (S11) and transmission (S21) of the design FSS structure is analyzed based on the six types of configuration that have been set up. The hybrid material (FR4 board and glass) affects the transmission and reflection of the FSS. The highest efficiency for 2.4 GHz is 73% by using configuration 2.
本设计FSS结构由放置在FR4板和玻璃上的方环形FSS结构组成。采用CST Microwave Studio软件,基于工业、科学和医疗频段(ISM)标准,设计并仿真了2.4 GHz的方环路FSS。基于已设置的六种配置,对设计FSS结构的反射(S11)和透射(S21)进行了分析。杂化材料(FR4板和玻璃)影响FSS的透射和反射。使用配置2,2.4 GHz的最高效率为73%。
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引用次数: 4
Fuzzy logic controller for robot navigation in an unknown environment 模糊逻辑控制器在未知环境下的机器人导航
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6719934
M. Shayestegan, Abdul Sattar b. Din
This study aims to allow the robot to move safely without colliding with obstacles to reach a specified position in an unknown environment. To achieve the aim of the study, a fuzzy controller was proposed and employed in intelligent mobile robot navigation strategies within unknown environments. This fuzzy controller has four inputs (one target angle and three obstacle distance), two outputs (left and right speed) and 9 numbers of rules. A virtual mobile robot, E-puck robot in the Webots simulator was used to evaluate the performance of the proposed method. Few features such as time travelling, distance travelling of the output responses were analyzed. Comparisons are made between proposed fuzzy logic and Motlagh fuzzy controller. The simulation results were presented to verify the effectiveness of the proposed architectures in an unknown environment.
本研究的目的是让机器人在未知环境中安全移动,不与障碍物发生碰撞,到达指定位置。为了达到研究的目的,提出了一种模糊控制器,并将其应用于未知环境下的智能移动机器人导航策略中。该模糊控制器有4个输入(1个目标角度和3个障碍物距离),2个输出(左右速度)和9条规则。以虚拟移动机器人E-puck为例,在Webots仿真平台上对所提方法的性能进行了验证。分析了输出响应的时间旅行、距离旅行等特征。将所提出的模糊逻辑与Motlagh模糊控制器进行了比较。仿真结果验证了所提结构在未知环境下的有效性。
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引用次数: 4
Design and simulation of mass-spring-dashpot system for RFMEMS Switch RFMEMS开关质量-弹簧-阻尼器系统设计与仿真
Pub Date : 2013-11-01 DOI: 10.1109/ICCSCE.2013.6720019
J. Susana, S. Suzieyana, R. A. S. Ma
Design and analysis the structure of the mass-spring-dashpot of the RFMEMS switch are presented in this work. Most familiar method applies in designing MEMS switch is the spring design with difference length and width. These two parameters affect the capability of the spring to support the mass during `ON' and `OFF' operation by applying Hooke's Law to identify a suitable spring constant. The analysis is to observe the effects of the electrostatic parameter in terms of voltage, pull in stability, transient rise time, harmonic mode related to the spring movement and von Mises stress of the design. The MEMS switch using this cantilever beam was 15.9375 V of pull-in voltage and transient time of 12 μs. The spring constant for this cantilever beam is 79.9 N with quality factor of 0.0158.
本文对RFMEMS开关的质量-弹簧阻尼器的结构进行了设计和分析。MEMS开关设计中最常用的方法是采用不同长度和宽度的弹簧设计。这两个参数通过应用胡克定律来确定合适的弹簧常数,影响弹簧在“开”和“关”操作期间支撑质量的能力。分析观察静电参数对电压、拉入稳定性、瞬态上升时间、与弹簧运动相关的谐波模态以及设计的von Mises应力的影响。采用该悬臂梁的MEMS开关的拉入电压为15.9375 V,瞬态时间为12 μs。该悬臂梁的弹簧常数为79.9 N,质量因子为0.0158。
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引用次数: 0
期刊
2013 IEEE International Conference on Control System, Computing and Engineering
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