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2011 IEEE 7th International Colloquium on Signal Processing and its Applications最新文献

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MyGeoHealth: GIS-based cholera transmission risk system in Sabah, Malaysia MyGeoHealth:马来西亚沙巴基于gis的霍乱传播风险系统
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759925
Abdul Rauf Abdul Rasam, Abdul Malek Mohd Noor, N. Ahmad, R. Ghazali
Malaysian Geographical or Geospatial Health (MyGeoHealth) is a term used to describe innovative method for monitoring environmental risk factors on human health. There are possible spatial relationship between environment and cholera outbreaks in Tawau, Sabah due to the recent outbreaks are hard to predict. Cholera is a diarrhoeal disease caused by Vibrio cholerae (Vc), which occurs naturally in coastal phytoplankton (Chl-a) related with sea surface temperature (SST), shellfish and man. This study adapts the MyGeoHealth by emphasizing the potential of geographical information system (GIS), satellite remote sensing (RS) and global positioning system (GPS) to develop an introduced cholera transmission risk system in Tawau, Sabah. Spatio-temporal pattern and effect of SST, Chl-a, and cholera cases were determined using integrated geospatial technologies (GIS, RS and GPS), statistics and epidemiological approaches. Although the results of the effect were only statistically minimum correlation, the disease could outbreak at anywhere and anytime particularly at high population, unhygienic environment, close to the contaminated water supply, and during the hot or the wet season. These spatial characteristics of outbreak could be used as a cholera transmission risk indicator and an efficient control plan in Sabah as required in the MyGeoHealth.
马来西亚地理或地理空间健康(MyGeoHealth)是一个术语,用于描述监测影响人类健康的环境风险因素的创新方法。沙巴州斗湖地区的霍乱暴发难以预测,因此环境与霍乱暴发之间可能存在空间关系。霍乱是一种由霍乱弧菌(Vc)引起的腹泻疾病,它自然发生在与海表温度(SST)、贝类和人类有关的沿海浮游植物(Chl-a)中。本研究通过强调地理信息系统(GIS)、卫星遥感(RS)和全球定位系统(GPS)在沙巴州斗湖开发引进霍乱传播风险系统的潜力,对MyGeoHealth进行了调整。采用综合地理空间技术(GIS、RS和GPS)、统计学和流行病学方法,确定海温、Chl-a和霍乱病例的时空格局及其影响。虽然这种影响的结果在统计上只有最小的相关性,但这种疾病可以在任何地方和任何时间爆发,特别是在人口多、不卫生的环境、靠近受污染的供水以及在炎热或潮湿的季节。根据“我的地球健康”计划的要求,这些暴发的空间特征可作为沙巴州霍乱传播风险指标和有效控制计划。
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引用次数: 18
Genetic variation of Mahseer Tor spp. in Pahang National Park using cytochrome b mtDNA gene based on phylogenetic analysis - a research framework 基于系统发育分析的彭亨国家公园Mahseer Tor种细胞色素b mtDNA基因遗传变异研究框架
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759846
S. H. Nor Farah, M. Y. Norfatimah, M. L. Siti Noor Hajjar
Mahseer being the most important freshwater fish that contributes to the major fisheries activity of the rivers in the world. In Malaysia, Mahseer is an important indigenous freshwater fish because of their market value. However, the number of this freshwater fish declining from day to day due to the human activity and environment destruction. In this study, mitochondrial DNA (mtDNA) which is cytochrome b gene was used to examine the genetic variation between four populations of Mahseer Tor spp. In total, forty-four individuals Mahseer were sampled from kelah sanctuary (n=22), Keniam River (n=1), Sat River (n=7) and Sepia River (n= 14) at Pahang National Park. Neighbor-joining as well as maximum-parsimony methods were used to analyze the phylogenetic relationships between Mahseer tor spp. The continuation of study based on the findings should be taken in order to start proper management as well as conservation of this valuable fish.
马西尔是最重要的淡水鱼,对世界上河流的主要渔业活动做出了贡献。在马来西亚,马鲛鱼是一种重要的本地淡水鱼,因为它们具有市场价值。然而,由于人类活动和环境破坏,这种淡水鱼的数量日益减少。本研究利用细胞色素b基因线粒体DNA (mtDNA)对四个种群间的遗传变异进行了分析,共从彭亨国家公园的kelah保护区(n=22)、Keniam河(n=1)、Sat河(n=7)和Sepia河(n= 14)采集了44只Mahseer个体。采用邻居联结法和最大简约法分析了马氏鱼的系统发育关系,并在此基础上进行进一步的研究,以期对马氏鱼进行合理的管理和保护。
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引用次数: 0
Application of Orthogonal Least Square (OLS) for selection of Mel Frequency Cepstrum Coefficients for classification of spoken letters using MLP classifier 应用正交最小二乘(OLS)选择Mel频率倒谱系数用于MLP分类器的口语字母分类
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759923
M. Rozali, I. Yassin, A. Zabidi, W. Mansor, N. Tahir
This paper describes an application of the Orthogonal Least Squares (OLS) algorithm for feature selection of spoken letters. Traditionally used for system identification purposes, the OLS method was used to select important Mel-Frequency Cepstrum Coefficients (MFCC) for classification of two spoken letters - ‘A’ and ‘S’ using Multi-Layer Perceptron (MLP) neural network. We evaluated several network structures and parameters to determine the best performance in terms of accuracy and speed. The result found that OLS is an effective feature selection method, with the best classification performance of 85% with 6 hidden units.
本文描述了正交最小二乘(OLS)算法在语音字母特征选择中的应用。传统上用于系统识别目的,使用OLS方法选择重要的Mel-Frequency倒频谱系数(MFCC),使用多层感知器(MLP)神经网络对两个口语字母“A”和“S”进行分类。我们评估了几种网络结构和参数,以确定在准确性和速度方面的最佳性能。结果发现,OLS是一种有效的特征选择方法,在6个隐藏单元的情况下,分类性能达到了85%。
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引用次数: 7
Overview of moment tensor analysis of acoustic emission signal in evaluation concrete structure 混凝土结构评价声发射信号矩张量分析综述
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759834
S. Shahidan, N. Nor, N. M. Bunnori
This paper is present a review on the evaluation of concrete structure damage by utilizing the moment tensor analysis (MTA) of acoustic emission (AE) source technique. In general moment tensor analysis is concerning the quantitative information on kinematics of cracks according to the AE source. This concept of AE analysis has been developed and mostly applied in reinforced concrete structure. Furthermore, the formulation of the evaluation of MTA is divided to a three different parts which are; namely kinematics crack, crack classification and crack volume. All these kinds of formulation have been established and proved by the previous researches. This paper also provides a brief overview of research work and several research papers on these topics were cited. Finally, this paper concluded with a discussion for future research area.
本文综述了利用声发射(AE)源弯矩张量分析(MTA)评价混凝土结构损伤的研究进展。一般来说,矩张量分析是根据声发射源对裂纹的运动学进行定量分析。声发射分析的概念已经发展起来,并主要应用于钢筋混凝土结构。此外,MTA评价的制定分为三个不同的部分:即裂纹运动学、裂纹分类和裂纹体积。这些配方都已被前人的研究所证实。本文还提供了研究工作的简要概述,并引用了几篇关于这些主题的研究论文。最后,对今后的研究方向进行了展望。
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引用次数: 8
iPepper: Intelligent pepper grading and quality assurance system iPepper:智能辣椒分级和质量保证系统
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759919
D. A. Awang Iskandar, R. Baini, A. Y. Wee, Shapiee Abdul Rahman, A. H. Fauzi
Pepper is a key export of the state of Sarawak (Malaysian Borneo); it produces 98% of Malaysia's pepper. At present, processed pepper berries are graded manually. This process is time consuming and error prone as it is very much dependent on the experience of the pepper grader. To overcome these weaknesses, we propose a Pepper Grading System which employs image processing and machine learning approaches using image features and moisture content data of the pepper berries. For instance, from initial tests, a high correlation between the grade of pepper berries to the colour features has been detected. Using existing machine learning algorithms in WEKA, we have obtained a 100% accuracy in categorising the pepper berries into the correct grades. In addition, moisture content and colourometer readings provide another 2 other parameters which may complement the image features in accurately classifying the berries into the right grades.
胡椒是沙捞越州(马来西亚婆罗洲)的主要出口产品;马来西亚98%的辣椒都产自这里。目前,加工过的胡椒浆果是手工分级的。这个过程既耗时又容易出错,因为它很大程度上取决于胡椒分级机的经验。为了克服这些缺点,我们提出了一种辣椒分级系统,该系统采用图像处理和机器学习方法,利用辣椒浆果的图像特征和水分含量数据。例如,从最初的测试中,发现了胡椒浆果的等级与颜色特征之间的高度相关性。使用WEKA中现有的机器学习算法,我们在将胡椒浆果分类为正确等级方面获得了100%的准确性。此外,水分含量和色度计读数提供了另外两个参数,可以补充图像特征,准确地将浆果分类为正确的等级。
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引用次数: 3
A review on stress inducement stimuli for assessing human stress using physiological signals 利用生理信号评价人体应激的应激诱导刺激研究进展
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759914
P. Karthikeyan, M. Murugappan, S. Yaacob
Assessing human stress in real-time is more difficult and challenging today. The present review deals about the measurement of stress in laboratory environment using different stress inducement stimuli by the help of physiological signals. Previous researchers have been used different stress inducement stimuli such as stroop colour word test (CWT), mental arithmetic test, public speaking task, cold pressor test, computer games and works used to induce the stress. Most of the researchers have been analyzed stress using questionnaire based approach and physiological signals. The several physiological signals like Electrocardiogram (ECG), Electromyogram (EMG), Galvanic Skin Response (GSR), Blood Pressure (BP), Skin Temperature (ST), Blood Volume Pulse (BVP), respiration rate (RIP) and Electroencephalogram (EEG) were briefly investigated to identify the stress. Different statistical methods like Analysis of variance (ANOVA), two-way ANOVA, Multivariate analysis of variance (MANOVA), t-test, paired t-tests and student t-tests have used to describe the correlation between stress inducement stimuli, subjective parameters (age, gender and etc.,) and physiological signals. This present works aims to find the most appropriate stress inducement stimuli, physiological signals and statistical method to efficiently asses the human stress.
在今天,实时评估人类的压力更加困难和具有挑战性。本文综述了利用不同的应激诱导刺激,借助生理信号在实验室环境中测量应激的方法。以往的研究已经使用了不同的压力诱导刺激,如彩色单词测试(CWT)、心算测试、公共演讲任务、冷压力测试、电脑游戏和作品来诱导压力。研究人员大多采用问卷调查法和生理信号法对压力进行分析。通过观察心电图(ECG)、肌电图(EMG)、皮肤电反应(GSR)、血压(BP)、皮肤温度(ST)、血容量脉冲(BVP)、呼吸速率(RIP)和脑电图(EEG)等生理信号来识别应激。不同的统计方法,如方差分析(ANOVA)、双向方差分析(ANOVA)、多元方差分析(MANOVA)、t检验、配对t检验和学生t检验,被用来描述应激诱发刺激、主观参数(年龄、性别等)和生理信号之间的相关性。本研究旨在寻找最合适的应激诱导刺激、生理信号和统计方法来有效地评估人体应激。
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引用次数: 75
Frame differencing with post-processing techniques for moving object detection in outdoor environment 基于帧差和后处理技术的室外运动目标检测
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759867
I. Kartika, S. Mohamed
Background subtraction is a process of separating moving foreground objects from the non-moving background. This technique must adapt to the illumination, motion and the geometry background changes such as shadow, reflections, and etc. In this paper, one of the traditional background subtraction techniques which is frame differencing (FD) is conducted to detect the moving object in outdoor environment. The result of moving object detection using FD is not perfect that enable this research to experimental two existing post-processing techniques which are adaptive threshold and shadow detection in HSV color space for outdoor environment. Experimental result showed that FD with post-processing techniques are able to detect good moving object in outdoor environment with no shadow based on accuracy improvement data.
背景减法是将移动的前景物体从不移动的背景中分离出来的过程。这种技术必须适应光照、运动和几何背景的变化,如阴影、反射等。本文采用传统的背景减法技术之一——帧差(FD)来检测室外环境中的运动目标。利用FD进行运动目标检测的结果并不完美,因此本研究对现有的两种后处理技术进行了实验,即自适应阈值和室外环境下HSV色彩空间的阴影检测。实验结果表明,基于精度提升数据,结合后处理技术的FD能够在无阴影的室外环境中检测出良好的运动目标。
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引用次数: 28
Self-tuning fuzzy PID controller for electro-hydraulic cylinder 电液缸模糊PID自整定控制器
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759909
R. Adnan, M. Tajjudin, N. Ishak, H. Ismail, Mohd Hezri Fazalul Rahiman
Hydraulic systems are widely used in industrial applications. This is due to its high speed of response with fast start, stop and speed reversal possible. The torque to inertia ratio is also large with resulting high acceleration capability. The nonlinear properties of hydraulic cylinder make the position tracking control design challenging. This paper presents the development and implementation of self-tuning fuzzy PID controller in controlling the position variation of electro-hydraulic actuator. The hydraulic system mathematical model is approximated using system identification technique. The simulation studies were done using Matlab Simulink environment. The output performance was compared with the design using pole-placement controller. The roots mean squared error for both techniques showed that self-tuning Fuzzy PID produced better result compared to using pole-placement controller.
液压系统在工业应用中有着广泛的应用。这是由于其高响应速度与快速启动,停止和速度反转可能。转矩惯量比也大,由此产生的高加速能力。液压缸的非线性特性给位置跟踪控制设计带来了挑战。本文介绍了自整定模糊PID控制器在电液作动器位置变化控制中的开发与实现。利用系统辨识技术对液压系统数学模型进行逼近。在Matlab Simulink环境下进行仿真研究。将输出性能与采用极点放置控制器的设计进行了比较。两种方法的根均方误差均表明,自整定模糊PID比极点控制器效果更好。
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引用次数: 35
Pentagon profile as image representation for human action interpretation task 五角大楼轮廓作为人类动作解释任务的图像表示
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759906
Farah Yasmin Abdul Rahman, A. Hussain, N. Md. Tahir, Mohd Hanif Mohd Saad
The emergence of various vision-based applications has led researchers to do research on human action recognition. Good feature extraction technique is one of the important factors in making an efficient action recognition system. In this work, we propose a technique which we called ‘pentagon profile’ to represent the image for the human action interpretation task. This profile is generated by connecting the points detected at the human head, hand and feet of a human silhouette image. These points when connected form a unique shape with five-sided polygons that prompt the name pentagon profile. Initial finding shows that this feature extraction technique gives promising result to represent the human activity especially in standing and squatting posture.
各种基于视觉的应用程序的出现,促使研究人员对人类行为识别进行研究。良好的特征提取技术是构建高效动作识别系统的重要因素之一。在这项工作中,我们提出了一种我们称之为“五边形轮廓”的技术来表示人类行为解释任务的图像。该轮廓是通过连接在人体剪影图像的人体头部,手部和足部检测到的点而生成的。这些点连接起来形成一个独特的形状与五边形多边形,提示名称五边形轮廓。初步结果表明,该特征提取技术对人体活动,特别是站姿和蹲姿的表征效果良好。
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引用次数: 1
An observation of noise intervention into acoustic emission signal on concrete structure 噪声对混凝土结构声发射信号干扰的观察
Pub Date : 2011-03-04 DOI: 10.1109/CSPA.2011.5759832
N. Nor, N. M. Bunnori, A. Ibrahim, S. Shahidan, S. N. M. Saliah
This paper is presented the observation of noise intervention into acoustic emission (AE) signal on reinforced concrete beam based on data recorded in the AEWin software at different pre-set thresholds manually. Two kinds of sources were selected; namely in-plane source and out-plane source. The correlation between threshold levels and number of hits has been observed. It can be concluded that for both AE sources in-plane and out of plane at the lower threshold level, huge hits were produced which including unwanted hits as well as noise. At high threshold level only required data / hits were recorded by AE signals, where the data presented owing to sudden release of stress from pencil lead fracture at selected source location. Thus, it produced lower correlation between threshold levels and a total number of hits recorded as the coefficient of determination for both sources is around 0.8 only and the graph produced is not linear.
本文利用AEWin软件记录的数据,在人工设定的不同阈值下,观察噪声对钢筋混凝土梁声发射信号的干扰。选择了两种来源;即面内源和面外源。阈值水平和点击次数之间的相关性已经被观察到。可以得出结论,无论是面内声发射源还是面外声发射源,在较低阈值水平下,都会产生巨大的冲击,其中包括不必要的冲击和噪声。在高阈值水平下,声发射信号只记录所需的数据/命中数,其中数据是由于在选定的震源位置铅笔芯裂缝突然释放应力而产生的。因此,它在阈值水平和记录的总点击数之间产生了较低的相关性,因为两个来源的决定系数仅在0.8左右,并且生成的图不是线性的。
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引用次数: 11
期刊
2011 IEEE 7th International Colloquium on Signal Processing and its Applications
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