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2013 IEEE Conference on Systems, Process & Control (ICSPC)最新文献

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Smart GSM based Home Automation System 基于GSM的智能家庭自动化系统
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735152
R. Teymourzadeh, Salah Addin Ahmed, Kok Wai Chan, Mok Vee Hoong
This research work investigates the potential of `Full Home Control', which is the aim of the Home Automation Systems in near future. The analysis and implementation of the home automation technology using Global System for Mobile Communication (GSM) modem to control home appliances such as light, conditional system, and security system via Short Message Service (SMS) text messages is presented in this paper. The proposed research work is focused on functionality of the GSM protocol, which allows the user to control the target system away from residential using the frequency bandwidths. The concept of serial communication and AT-commands has been applied towards development of the smart GSM-based home automation system. Home owners will be able to receive feedback status of any home appliances under control whether switched on or off remotely from their mobile phones. PIC16F887 microcontroller with the integration of GSM provides the smart automated house system with the desired baud rate of 9600 bps. The proposed prototype of GSM based home automation system was implemented and tested with maximum of four loads and shows the accuracy of ≥98%.
这项研究工作调查了“全家庭控制”的潜力,这是家庭自动化系统在不久的将来的目标。本文分析和实现了利用全球移动通信系统(GSM)调制解调器,通过短消息服务(SMS)文本信息控制电灯、条件系统、安防系统等家用电器的家庭自动化技术。提出的研究工作重点是GSM协议的功能,它允许用户使用频率带宽控制目标系统远离住宅。将串行通信和at命令的概念应用于基于gsm的智能家庭自动化系统的开发。房主将能够从他们的移动电话远程接收任何控制下的家用电器的反馈状态,无论是打开还是关闭。集成GSM的PIC16F887单片机为智能自动化住宅系统提供了9600bps的理想波特率。所提出的基于GSM的家庭自动化系统原型在最多4个负载下进行了实现和测试,精度≥98%。
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引用次数: 170
Automatic Target Recognition of SAR images using Random Subspace Ensemble classifier 基于随机子空间集成分类器的SAR图像目标自动识别
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735093
Zoha PourEbtehaj, D. Ramachandram
A novel framework for Automatic Target Recognition(ATR) in Synthetic Aperture Radar (SAR) imagery using Ensemble classifier is presented. A combination of Principal Component Analysis (PCA) and Non-negative Factorization (NMF) are used as features to a Random Subspace Ensemble with k-NN as base classifiers. The Random Subspace ensemble offers an elegant approach to feature selection when dealing with high dimensional feature set such as in the present case. Our approach has been benchmarked using the Moving and Stationary Target Acquisition and Recognition (MSTAR) dataset and results indicate our method outperforms other the state-of-the-art SAR ATR techniques reported in the literature.
提出了一种基于集成分类器的合成孔径雷达(SAR)图像自动目标识别框架。将主成分分析(PCA)和非负因子分解(NMF)相结合作为特征,以k-NN作为基本分类器对随机子空间集成进行分类。在处理高维特征集时,随机子空间集成提供了一种优雅的特征选择方法。我们的方法已经使用移动和静止目标获取和识别(MSTAR)数据集进行了基准测试,结果表明我们的方法优于文献中报道的其他最先进的SAR ATR技术。
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引用次数: 4
Performance analysis of wavelet transforms for leakage detection in long range pipeline networks 小波变换在长距离管网泄漏检测中的性能分析
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735094
S. Rashid, Saad B. Qaisar, Husnain Saeed, Emad A. Felemban
Leakage in distribution pipeline networks is a significant problem, which not only cause immense amount of water lost but serious environmental and health hazards. For this reason, accurate detection and localization of leakages has become one of the most focused areas of research. A robust, reliable and real time parametric view of whole pipeline network is needed to achieve operational efficiency. Negative pressure wave (NPW) technique is one of the effective tools to identify abrupt leakages in pipelines. This paper presents wireless sensor network (WSN) based leakage detection and localization algorithm using pressure measurements and application of wavelet transform to the fault diagnosis in fluid (water/oil) distribution systems. The adoption of the developed system leads to precise leakage detection but also reduce the detection time. The proposed system is validated through experimental campaign that consisted different testing scenarios. The leak detection methodology is described in detail. A comparison of proposed methodology with traditional method has been carried out. The technique works with considerably high efficiency in most deployment scenarios for long pipeline networks.
配电网的泄漏是一个严重的问题,不仅造成大量的水损失,而且对环境和健康造成严重危害。因此,泄漏的准确检测和定位已成为研究的热点之一。为了提高运行效率,需要一个鲁棒、可靠、实时的全管网参数化视图。负压波技术是识别管道突发性泄漏的有效手段之一。提出了基于压力测量的无线传感器网络泄漏检测与定位算法,并将小波变换应用于流体(水/油)配电系统的故障诊断。采用开发的系统,不仅可以精确检测泄漏,还可以缩短检测时间。该系统通过不同测试场景的实验活动进行了验证。详细描述了泄漏检测方法。并将该方法与传统方法进行了比较。该技术在长管道网络的大多数部署场景中都具有相当高的效率。
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引用次数: 10
A comparison of PID and PD controller with input shaping technique for 3D gantry crane 三维龙门起重机PID与PD输入整形控制的比较
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735121
Masmaria Abdul Majid, W. S. W. Ibrahim, S. Mohamad, Z. A. Bakar
This paper presents an efficient control of a 3D dimensional gantry crane with payload. In order to have a gantry crane perform in fast motion, the system will experience significant payload sway. With large sway angle of payload the system performance degrade and this will affect the efficiency of the system. Therefore, input shaping techniques with controller will be introduce to the system in order to achieve small sway angle of payload with minimum settling time. The simulation of system is performed by using Matlab/Simulink. System response including positions of rail and position of trolley and payload and payload sway angle are obtained and been analyzed in time domain and frequency domain. The behaviors of the system without any controller have been analyzed and the system excited sway angle in long period. Therefore, Proportional Derivative (PD) and Proportional Integral Derivative (PID) controller with input shaping technique for input tracking and reduction of payload have been proposed. Parameters of the controller are defined using Ziegler Nichols tuning rules. With proposed controller, the 3D gantry crane shows that the system is capable of minimizing the payload sway while achieving satisfactory input tracking performance. The evaluation of performance of controller is examined in terms of input tracking capability and level of sway reduction.
提出了一种带载荷的三维龙门起重机的有效控制方法。为了使龙门起重机在快速运动中运行,系统将经历显著的有效载荷摇摆。载荷摆角过大会导致系统性能下降,影响系统的工作效率。因此,在系统中引入带控制器的输入整形技术,以实现有效载荷的小摆角和最小的沉降时间。利用Matlab/Simulink对系统进行仿真。得到了轨道位置、小车位置、载荷和载荷摇摆角等系统响应,并在时域和频域上进行了分析。分析了无控制器时系统的行为,并对系统的长周期激振角进行了分析。因此,提出了一种采用输入整形技术的比例导数(PD)和比例积分导数(PID)控制器,用于输入跟踪和有效载荷的减小。采用齐格勒-尼科尔斯整定规则定义控制器参数。应用该控制器对三维龙门起重机进行了仿真,结果表明,该控制器能够在满足输入跟踪性能的同时,使载荷摇摆最小化。从输入跟踪能力和减摇水平两方面对控制器的性能进行了评价。
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引用次数: 15
Energy saving scheme for steel rolling mills in steel manufacturing system with H∞ stabilization in parameter uncertainties 参数不确定条件下具有H∞镇定的炼钢系统轧钢厂节能方案
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735125
V. M. Vaidyan, V. Shijoh, S. Sasikumaran
In conventional approaches of operation of steel rolling mills, even though Integral Proportional (IP) speed/Neural controllers were used, unfortunately the energy efficiency is not taken into account. This incurs lot of losses in terms of electrical energy and overhead costs. Reduction of energy consumed is critical for reaching a sustainable future. A new approach with maximum efficiency operation is introduced here which ensures energy efficiency and profitable operation of steel rolling mills. Also in industrial applications, armature resistance, armature inductance, moment of inertia, and friction coefficient vary as the operating conditions of the steel rolling mill change. To address parameter uncertainty issues, an H∞ control based approach is used to ensure robustness in multiple parameter uncertainties along with simultaneous energy efficient operation of steel rolling mills. A profitable robust energy efficient approach for steel rolling mills which can be used in real time mills is the result as the proposed robust and efficient operation ensures less overhead and in turn profit in industry. System was modeled from first principles and then was simulated in Matlab environment. The results confirm that the system has better efficiency. And also in validation it confirms system is stable even in multiple parameter uncertainties and load perturbations.
在传统的轧钢厂运行方法中,尽管采用了积分比例(IP)速度/神经控制器,但不幸的是,它没有考虑到能量效率。这在电能和管理费用方面造成了大量损失。减少能源消耗对于实现可持续的未来至关重要。本文介绍了一种轧钢厂节能增效运行的新方法。在工业应用中,电枢电阻、电枢电感、转动惯量和摩擦系数随着轧钢厂运行条件的变化而变化。为了解决参数不确定性问题,采用基于H∞控制的方法来保证多参数不确定性下轧钢厂的鲁棒性和同时节能运行。由于所提出的鲁棒高效的运行方式可以保证较低的管理费用和工业利润,因此一种可用于实时轧机的可盈利的鲁棒节能方法应运而生。首先对系统进行了原理建模,然后在Matlab环境下进行了仿真。结果表明,该系统具有较好的效率。并在验证中验证了系统在多参数不确定性和负载扰动下的稳定性。
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引用次数: 0
The Brain function index as a depth of anesthesia indicator using complexity measures 以脑功能指数作为麻醉深度的复杂指标
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735105
R. Shalbaf, H. Behnam, H. J. Moghadam, A. Mehrnam, M. Sadaghiani
Monitoring depth of anesthesia using the Electroencephalogram (EEG) is a major ongoing challenge in anesthesia research. This paper offers a real-time method based on combination of permutation entropy and burst suppression pattern ratio to calculate an index, called Brain function index (BFI), to quantify the effect of anesthetic drug on brain activity quickly and accurately. Such a method implemented in the Saadat brain function assessment module (Saadat Co., Tehran, Iran). The BFI and commercial Bispectral index (BIS) are applied to EEG signals collected from 25 patients during general surgery. The results show that both BFI and BIS track the gross changes in EEG especially at high doses of anesthetics. However, the BFI index has significant advantages as; it has an open source algorithm and doesn't involve a complex mixture of three unrelated sub-indices; it is less sensitive to the noise embedded in the EEG signal and it considerably reduces computational complexity.
利用脑电图监测麻醉深度是麻醉研究中的一个重大挑战。本文提出了一种基于排列熵和突发抑制模式比相结合的实时计算脑功能指数(BFI)的方法,以快速准确地量化麻醉药物对脑活动的影响。该方法在Saadat脑功能评估模块(Saadat Co.,德黑兰,伊朗)中实现。应用BFI和商业双谱指数(BIS)对25例普外科患者的脑电图信号进行分析。结果表明,在高剂量麻醉下,BFI和BIS均能追踪脑电图的大体变化。然而,BFI指数具有显著的优势:它有一个开源算法,不涉及三个不相关的子指数的复杂混合;它对嵌入在脑电信号中的噪声不太敏感,大大降低了计算复杂度。
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引用次数: 5
Smart analytical signature verification for DSP applications 智能分析签名验证的DSP应用
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735151
R. Teymourzadeh, Waidhuba Martin Kizito, Kok Wai Chan, Mok Vee Hoong
Signature verification is an authentication technique that considers handwritten signature as a “biometric”. From a biometric perspective, this project made use of automatic means through an integration of intelligent algorithms to perform signal enhancement function such as filtering and smoothing for optimization in conventional biometric systems. A handwritten signature is a 1-D Daubechies wavelet signal (db4) that utilizes Discrete Wavelet Transform (DWT) and Discrete Cosine Transform (DCT) collectively to create a feature dataset with d-dimensional space. In the proposed work, the statistical features characteristics are extracted from each particular signature per data source. Two databases called Signature Verification Competition (SVC) 2004 database and SUBCORPUS-100 MCYT Bimodal database are used to cooperate with the design algorithm. Furthermore, dimension reduction technique is applied to the large feature vectors. A system model is trained and evaluated using the support vector machine (SVM) classifier algorithm. Hence, an equal error rate (EER) of 8.7% and an average correct verification rate of 91.3% are obtained.
签名验证是一种将手写签名视为“生物特征”的认证技术。从生物识别的角度来看,本项目利用自动化手段,通过集成智能算法来执行信号增强功能,如滤波和平滑,以优化传统的生物识别系统。手写签名是一个一维Daubechies小波信号(db4),它利用离散小波变换(DWT)和离散余弦变换(DCT)共同创建一个具有d维空间的特征数据集。在提出的工作中,从每个数据源的每个特定签名中提取统计特征特征。采用Signature Verification Competition (SVC) 2004数据库和SUBCORPUS-100 MCYT双峰数据库配合设计算法。在此基础上,对大型特征向量进行降维处理。使用支持向量机(SVM)分类器算法对系统模型进行训练和评估。因此,得到的等错误率(EER)为8.7%,平均正确验证率为91.3%。
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引用次数: 3
Altitude and horizontal motion control of quadrotor UAV in the presence of air turbulence 湍流条件下四旋翼无人机的高度和水平运动控制
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735095
M. K. Joyo, D. Hazry, S. Faiz Ahmed, M. H. Tanveer, F. Warsi, A. T. Hussain
Quad-rotor Unmanned Aerial Vehicles (UAVs) have become prominent rotorcraft amongst the helicopter type UAVs. They have been studied immensely in the recent past years. Several issues regarding its position and altitude control have been observed in conditions such as heavy wind gusts. In these circumstances it is necessary for quadrotor to carry a robust controller that responds quick enough to reduce the risk of terrific descent and drift from its original position. This article presents improved PID control technique to hold the horizontal position and descent rate of UAV under intense turbulent environments. The parameters of PID are extracted from auto tuned PID. The proposed control design is simulated on MATLAB platform. The outcomes of the research work demonstrate that under the extreme air turbulence the proposed control design works effectively for altitude and horizontal motion controlling of quadrotor UAV.
四旋翼无人机(uav)已成为直升机型无人机中突出的旋翼飞行器。近年来,人们对它们进行了大量的研究。在强风等条件下观察到其位置和高度控制方面的几个问题。在这些情况下,它是必要的四旋翼携带一个强大的控制器,反应足够快,以减少可怕的下降和漂移的风险从原来的位置。本文提出了一种改进的PID控制技术,用于控制强湍流环境下无人机的水平位置和下降速率。PID参数提取自自整定PID。在MATLAB平台上对所提出的控制设计进行了仿真。研究结果表明,在极端空气湍流条件下,所提出的控制设计能够有效地控制四旋翼无人机的高度和水平运动。
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引用次数: 26
Introduction on dynamic motion of opposite and parallel steering for electric vehicle 电动汽车反向与平行转向的动态运动介绍
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735106
M. I. Ishak, Hirohiko Ogino, Y. Oshinoya
As car manufacturers progress in creating electric based transportation, demand on the research of stability, controllability and feasibility on electric vehicle increases. The conversion of mechanical to electric does not limit to the driving propulsion, but also to the drivetrain of an electric vehicle. The electric powered and by-wire control technology allow for manufacturers to build an independent four wheels steering (i4WS) of an all-wheel drive small in wheel electric vehicle. These i4WS provides extra mobility compared to conventional vehicle such as opposite steering, parallel steering, and zero-radius steering. However before any control can be applied, a basic knowledge and specification of every modes are needed. Thus in this paper, a research solely on the introduction of dynamic motion for opposite steering and parallel steering is addressed. A simulation was done to determine the steering characteristic for opposite steering and parallel steering during steady state cornering and lane changing. The negative steer angle indicates the wheel steer at a clockwise direction while positive angle indicates rotation at counter-clockwise. Results show that opposite steering increase the yaw rotation speed while decreasing the turning radius. However, parallel steering decrease the yaw rotational speed and increase the turning radius.
随着汽车制造商在创造电动交通工具方面的进展,对电动汽车的稳定性、可控性和可行性的研究需求越来越高。机械到电力的转换不仅限于驱动推进,而且还包括电动汽车的动力传动系统。电动和线控技术允许制造商制造一个独立的四轮转向(i4WS)的全轮驱动小轮电动汽车。与传统车辆(如反向转向、平行转向和零半径转向)相比,这些i4WS提供了额外的机动性。然而,在应用任何控制之前,需要了解每种模式的基本知识和规范。因此,本文仅对反向转向和平行转向的动态运动引入问题进行了研究。通过仿真研究了稳态转弯和变道过程中反向转向和平行转向的转向特性。负转向角表示车轮顺时针方向转向,而正角度表示逆时针方向旋转。结果表明,反向转向增加了偏航旋转速度,减小了转弯半径。然而,平行转向降低了偏航旋转速度,增加了转弯半径。
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引用次数: 2
Skid control of small electric vehicle (Effect of the regenerative braking force to the hysteresis of friction brake force) 小型电动车的打滑控制(再生制动力对摩擦制动力滞后的影响)
Pub Date : 2013-12-01 DOI: 10.1109/SPC.2013.6735101
M. H. Peeie, Hirohiko Ogino, Y. Oshinoya
This paper proposed a new simulation model of skid control for a small electric vehicle that uses a hydraulic-mechanical hybrid brake system. In this research, we combined a hydraulic-mechanical hybrid brake system with an anti-lock braking system (ABS) and regenerative brake control. Before we can determine the ABS and regenerative brake control method, we must investigate the effect of the hysteresis on the control of the braking pressure and regenerative braking force. We have done the experiment to measure the inertial moment of the rear tire (in-wheel motor was attached) and the front tire (in-wheel motor was not attached) because it affects the hysteresis characteristics. The effect of the hysteresis of friction force for a small electric vehicle during braking on dry asphalt and icy road was calculated by MATLAB/Simulink.
针对采用液压-机械混合动力制动系统的小型电动汽车,提出了一种新的滑移控制仿真模型。在这项研究中,我们将液压-机械混合制动系统与防抱死制动系统(ABS)和再生制动控制相结合。在确定ABS和再生制动控制方法之前,必须研究制动滞后对制动压力和再生制动力控制的影响。我们做了实验,测量了后轮胎(带轮内电机)和前轮胎(不带轮内电机)的惯性矩,因为它影响了滞回特性。利用MATLAB/Simulink计算了某小型电动汽车在干沥青和结冰路面上制动时的摩擦力滞回效应。
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引用次数: 0
期刊
2013 IEEE Conference on Systems, Process & Control (ICSPC)
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