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2014 International Conference on Computer, Communications, and Control Technology (I4CT)最新文献

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Artificial neural network based arousal detection from sleep electroencephalogram data 基于人工神经网络的睡眠脑电图唤醒检测
C. Behera, T. Reddy, L. Behera, Bishakh Bhattacarya
Electroencephalographic arousals are characterized by a sudden shift in electroencephalogram (EEG) frequency during sleep. Occurrence of arousals causes improper sleep which is the main reason of day-time sleepiness. The arousal during the sleep is detected by analyzing a multimodal multichannel Polysomnographic (PSG) recordings. It is a time consuming task to analyze the recording manually and requires a lot of patience. Hence automation of the process is required. This task becomes difficult because of the presence of a lot of events in time in relation to various bio-medical signals available through Polysomnographic (PSG) recordings. In this paper we present a method to detect the arousals in sleep automatically. Firstly two sets of electroencephalogram (EEG) channels C4/M1 and C3=M2 and an electromyogram (EMG) channel are chosen for preprocessing. Then the electroencephalogram (EEG) signals are passed through a bandpass filter of 8-30 Hz in order to extract the signal containing only the alpha and beta frequency components. The events are detected when the Power spectral density of this filtered signal crosses a threshold of zero. When an event is detected the relevant features from Alpha, Beta, Theta, Delta, and sigma waves are extracted. Similarly when electromyogram (EMG) signal crosses a threshold of zero events are detected and relevant features are extracted for the corresponding events. Now all these features are grouped together along with the corresponding labels and used as inputs to the Artificial Neural Network (ANN) Classifier to detect the presence of arousals. The novelty of this work relies on using both Hjorth and Power Spectral density difference spectrum features leading to improved accuracy than either of them alone. Considering 10 overnight sleep recordings We recorded an average sensitivity of 0.93262, average specificity of 0.91387, average precision of 0.91693 and average Area under Region of Convergence curve (AUC) of 0.92328 (showing a good measure of overall performance).
脑电图觉醒的特征是睡眠期间脑电图频率的突然变化。觉醒的发生导致睡眠不当,这是白天嗜睡的主要原因。通过分析多模态多通道睡眠图(PSG)记录来检测睡眠期间的觉醒。手工分析录音是一项耗时的任务,需要很大的耐心。因此,这个过程的自动化是必需的。由于通过多导睡眠图(PSG)记录的各种生物医学信号在时间上存在许多事件,因此这项任务变得困难。本文提出了一种自动检测睡眠唤醒的方法。首先选取两组脑电图通道C4/M1和C3=M2以及一个肌电通道进行预处理;然后将脑电图(EEG)信号通过8-30 Hz的带通滤波器,以提取仅包含α和β频率分量的信号。当该滤波信号的功率谱密度超过零阈值时,检测到事件。当检测到事件时,从Alpha、Beta、Theta、Delta和sigma波中提取相关特征。同样,当肌电图(EMG)信号超过零阈值时,检测到相应事件并提取相应事件的相关特征。现在,所有这些特征连同相应的标签组合在一起,并作为人工神经网络(ANN)分类器的输入来检测唤醒的存在。这项工作的新颖性依赖于同时使用Hjorth和功率谱密度差谱特征,从而比单独使用它们中的任何一个都提高了精度。考虑到10个夜间睡眠记录,我们的平均灵敏度为0.93262,平均特异性为0.91387,平均精度为0.91693,平均收敛曲线区域下面积(AUC)为0.92328(显示出良好的整体性能)。
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引用次数: 12
Medical image compression using block-based PCA algorithm 基于分块PCA算法的医学图像压缩
S. T. Lim, D. Yap, N. A. Manap
PCA algorithm can be employed to aid in image compression. In this paper, two extended-PCA algorithms that manipulate the block information of the image are tested and compared. The first algorithm is termed as block-by-block PCA in which general PCA algorithm are applied on each block of the image. In the second algorithm- the block-to-row PCA, all block information are first concatenated into row before general PCA algorithm is then applied on the transformed matrix. Digital fundus image is used as the input image in this work. Using the newly-derived compression ratios, the result shows that block-to-row PCA outperforms block-by-block PCA in terms of image quality and compression rate. At equal block size and compression ratio, block-to-row PCA can achieve higher PSNR than block-to-block PCA. Blocking effects are discernible on the reconstructed image using block-to-block PCA with block size = 16 and compression ratio as low as 0.25 while no apparent distortion are seen on the reconstructed image using block-to-row PCA with block size = 32 and compression ratio as high as 0.90.
PCA算法可以用来辅助图像压缩。本文对两种处理图像块信息的扩展pca算法进行了测试和比较。第一种算法被称为逐块PCA,其中将一般PCA算法应用于图像的每个块。在第二种算法-块到行PCA中,所有块信息首先被连接到行,然后在转换后的矩阵上应用一般PCA算法。本研究采用数字眼底图像作为输入图像。使用新导出的压缩比,结果表明,块到行PCA在图像质量和压缩率方面优于块到块PCA。在相同的块大小和压缩比下,块到行PCA比块到行PCA具有更高的PSNR。块对块PCA在块大小为16、压缩比低至0.25的情况下,对重构图像有明显的块效应,而块大小为32、压缩比高达0.90的块对行PCA在重构图像上没有明显的失真。
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引用次数: 15
3GHz hairpin filter with Defected Ground Structure (DGS) for Microwave Imaging application 用于微波成像的带有缺陷接地结构(DGS)的3GHz发夹滤波器
M. Othman, N. Zaid, M. Abd Aziz, H. Sulaiman
This paper represents design of 3GHz hairpin filter with Defected Ground Structure (DGS) for Microwave Imaging application by using Advanced Design System (ADS) software and FR4 substrate. Hairpin filter is one of the most popular microwave filters because of its compactness. Thus, to enhance its performance detected ground structure is implemented to the filter. The filter is designed to operate at 3GHz frequency with fractional bandwidth of 6.67%. This project is designed and simulated by using Advenced Design Structure (ADS) and all the calculation is done on LineCALC the ADS tools. This project uses FR4 board as the substrate and it is fabricated by undergo etching process. Improvement is should be done to enhance the filter performance.
采用先进设计系统(ADS)软件和FR4衬底设计了一种用于微波成像的带有缺陷接地结构(DGS)的3GHz发夹滤波器。发夹过滤器是最流行的微波过滤器之一,因为它的紧凑性。因此,为了提高其性能,对滤波器进行了检测接地结构。该滤波器设计工作在3GHz频率,分数带宽为6.67%。本课题采用先进的设计结构(ADS)进行设计和仿真,所有计算均在先进的设计结构工具LineCALC上完成。本项目采用FR4板作为衬底,采用蚀刻工艺制作。应进行改进,以提高过滤器的性能。
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引用次数: 6
Performance study and evaluation of a solar PV testbed system in brunei darussalam 文莱达鲁萨兰国太阳能光伏试验台系统性能研究与评价
S. B. Hassan, M. Sarbini, S. Jaafar, Ismit Mohammad
This paper describes an experimental setup of photovoltaic panels for performance investigation under tropical weather conditions. For this setup a dedicated data acquisition system has been designed and implemented using LabVIEW virtual instrumentation. Apart of monitoring and displaying features, the GUI also has diagnostic capabilities to assess the performance of the PV panels under test. Real-time environment data is also incorporated to measure ambient and operating temperature, irradiance, and relative humidity. A typical 95W polycrystalline panel is used for evaluation and the compared results with a circuit-based simulation model shows good correspondence. This test-bed aims to assist homeowners in assessing the quality of their solar panels.
本文介绍了一种用于研究热带气候条件下光伏板性能的实验装置。为此,设计了一个专用的数据采集系统,并利用LabVIEW虚拟仪器进行了实现。除了监控和显示功能外,GUI还具有诊断功能,可以评估被测光伏板的性能。实时环境数据也被纳入测量环境和工作温度,辐照度和相对湿度。以典型的95W多晶面板为例,与基于电路的仿真模型进行了比较,结果显示出较好的一致性。这个测试台旨在帮助房主评估太阳能电池板的质量。
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引用次数: 2
Model of competency for personalized training in B2B for sports industry 体育产业B2B个性化培训的胜任力模型
Y. Iskandar, Noornasirah Nasri
E-commerce is influencing Malaysia's social and economic competitiveness. With the speedy development of e-commerce, to train the high qualified talent is the opportunity and challenge to the business training especially in sports industry. Sport Industry known as a young industry with a highest potential to develop. Sports e-commerce is a good platform as e-commerce growth very fast in since decades. Malaysia has a vision to create a strong industry based on sports that could boost the economy and further contribute to the GDP. Business owners play an important role to conduct sports business. Upon successful completion of business owners personal training. Training activities should be designed and developed based on a pedagogical approach. Business owners will need to get organized and set up their business as smoothly as possible. This paper will replicable model of competency and specific learning outcomes for B2B business owners who wish to learn e-commerce with an active and reflective pedagogical approach.
电子商务正在影响马来西亚的社会和经济竞争力。随着电子商务的快速发展,培养高素质的人才对企业培训特别是体育行业的企业培训是机遇和挑战。体育产业被认为是一个极具发展潜力的年轻产业。体育电子商务是一个很好的平台,因为近几十年来电子商务发展非常迅速。马来西亚的愿景是建立一个以体育为基础的强大产业,这可以促进经济发展,并进一步为国内生产总值做出贡献。企业主在开展体育事业中起着重要的作用。成功完成企业主个人培训后。培训活动的设计和发展应以教学方法为基础。企业主需要组织起来,尽可能顺利地建立他们的业务。本文将为希望通过积极和反思的教学方法学习电子商务的B2B企业主提供可复制的能力模型和具体的学习成果。
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引用次数: 0
Analysis of soil moisture detection using ground penetrating radar 探地雷达探测土壤水分分析
R. Mardeni, N. N. Ahmad, C. W. Yap
Soil moisture is one of the important parameters to be investigated in civil, geological and agricultural works. Unfortunately, the challenging issue is found on the suitable method in determining accurately the soil moisture. In this article, a microwave surface reflection method is proposed to analyze the effect of soil moisture with its electrical properties using ground penetrating radar (GPR) principle. Three types of soil samples are selected which are sand, loamy and clay. In this work, measurement and simulation were implemented. The work is realized by theory and verified by simulation. The percentage of agreement with Topp theoretical value are 31% to 61% for sand, 5% to 42% for clay, and 44% to 54% for loamy. The effect of soil moisture with its electrical characteristics in terms of permittivity is also discussed. A novelty of soil moisture estimation via GPR principle is intended for the research.
土壤湿度是土木工程、地质工程和农业工程研究的重要参数之一。然而,如何准确测定土壤水分是一个具有挑战性的问题。本文利用探地雷达原理,提出了一种微波表面反射法来分析土壤湿度及其电学特性的影响。选取了砂土、壤土和粘土三种土壤样品。在这项工作中,进行了测量和仿真。该工作通过理论实现,并通过仿真验证。与Topp理论值的符合率分别为:砂土31% ~ 61%,粘土5% ~ 42%,壤土44% ~ 54%。本文还讨论了土壤水分对土壤介电常数的影响。提出了一种利用探地雷达原理估算土壤水分的新方法。
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引用次数: 0
Effect of chronic obstructive pulmonary disease on airflow motion using computational fluid dynamics analysis 用计算流体动力学分析慢性阻塞性肺疾病对气流运动的影响
N. Johari, Jegatis Balaiyah, Zulkifli Ahmad
Chronic Obstructive Pulmonary Disease (COPD) ranked as the fifth leading cause of death in 2002 and it is had been predicted to become fourth leading cause of death worldwide by 2030. COPD is a disease that will narrow the airway progressively and it alters the behaviour of normal breathing flow. This study aims to investigate the changes of flow pattern and pressure distribution with respect the presence of COPD on the airway's lumen. Four airway models were generated based on the fifth to eighth generations of Weibel's lung model. The simulations were carried out using Reynolds number ranging of 200 to 1400, corresponding to an average height man breathing from rest to vigorous state. The three-dimensional (3D) incompressible laminar Navier-Stokes equations are solved using computational fluid dynamics (CFD) solver on unstructured tetrahedral meshes. This method overcomes the problem of the absence of actual images for different COPD locations. The simulation results show that the obstructed airways significantly alter the air flow rate ratio due to the recirculation happens at the obstructed model which prevents air to enter the lower generation. It is found that, as the Reynolds number increases, the pressure drop also increased drastically in obstructed airway.
慢性阻塞性肺病(COPD)在2002年列为第五大死因,预计到2030年将成为全球第四大死因。慢性阻塞性肺病是一种会使气道逐渐变窄的疾病,它会改变正常呼吸流量的行为。本研究旨在探讨慢性阻塞性肺病在气道管腔内的流动模式和压力分布的变化。在第5代至第8代Weibel肺模型的基础上,生成4个气道模型。模拟使用的雷诺数范围为200 ~ 1400,对应于一个平均身高的人从休息到活跃状态的呼吸。利用计算流体力学(CFD)求解器在非结构四面体网格上求解三维不可压缩层流Navier-Stokes方程。该方法克服了COPD不同部位缺乏实际图像的问题。仿真结果表明,气道阻塞会显著改变气流的流速比,这是由于气道阻塞处发生了再循环,使得气流无法进入下一代。研究发现,随着雷诺数的增加,阻塞气道内的压降也急剧增加。
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引用次数: 4
A review of reversible medical image watermarking scheme with tamper localization and recovery capability 具有篡改定位和恢复能力的可逆医学图像水印方案综述
H. Khor, Siau-Chuin Liew, J. M. Zain
With the advancement of technology in communication network, it facilitated digital medical images transmitted to healthcare professional via internal network or public network (e.g. Internet). Consequently, digital medical image security has become an important issue when images and their pertinent patient information are exposed to the threats, such as tampering of images to include false data which may lead to wrong diagnosis and treatment. Medical image distortion is not to be tolerated for diagnosis purposes, thus a reversible watermarking is introduced. This paper reviews the works that have done on the reversible watermarking scheme with tamper localization and recovery capability.
随着通信网络技术的进步,数字医学图像可以通过内部网络或公共网络(例如Internet)传输给医护人员。因此,当图像及其相关患者信息暴露于威胁中时,例如篡改图像以包含虚假数据可能导致错误诊断和治疗时,数字医学图像安全已成为一个重要问题。医学图像失真是不能容忍的诊断目的,因此引入了可逆水印。本文综述了具有篡改定位和恢复能力的可逆水印方案的研究进展。
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引用次数: 2
Situational requirement engineering framework for Global Software Development 面向全局软件开发的情景需求工程框架
H. Khan, Mohd Naz'ri bin Mahrin, Suriayati bt Chuprat
In order to have a successful software development in Global Software Development (GSD) environment, GSD community needs to define RE process by considering the situational characteristics. Currently Requirement Engineers (RE) are facing challenges in identification of the possible situational factors that can influence RE activities. There is a lack of such framework which can help requirement engineers in identifying the situational factors that affect the RE activities the most. In order to overcome this gap, we explored the situational factors that can influence RE activities. We conducted a survey in industry and performed a statistical analysis in order to identify the most influential factors, which were then formulated into situational RE framework. This framework not only helps RE process participants to identify the situational factors but also guides them to identify the most influential situational factors for each RE activity.
为了在全球软件开发(GSD)环境下进行成功的软件开发,GSD社区需要通过考虑情境特征来定义RE过程。当前,需求工程师在识别可能影响需求活动的情境因素方面面临着挑战。缺乏这样的框架来帮助需求工程师识别对RE活动影响最大的情景因素。为了克服这一差距,我们探索了可能影响RE活动的情境因素。我们对行业进行了调查,并进行了统计分析,以确定最具影响力的因素,然后将其制定为情景RE框架。该框架不仅可以帮助可再生资源过程参与者识别情境因素,还可以指导他们识别每个可再生资源活动中最具影响力的情境因素。
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引用次数: 12
Ultra-low phase noise compact down-converter with frequency coverage of 18–40 GHz 超低相位噪声紧凑型下变频器,频率覆盖18 - 40ghz
Soheil Shahrokhi, K. Mohammadpour‐Aghdam, Payam Ebrahimipour, Amir-Mohammad Khezri
This paper presents development and construction of an integrated dual inputs down-converter in the 18-40 GHz frequency range with noise figure better than 13 dB, average conversion gain of 20 dB and phase noise of better than -96 dBc/Hz at 10 kHz offset. This configuration provides the highest gain with third order intercept point of 10 dBm. This module consists of two channels: 18-30 GHz and 26-40 GHz. The overlapping bands allow receiving of wide band signals. The received signals are down-converted to 2-16 GHz. This module has been miniaturized in order to be integrated with the reception antenna module in compact configuration. The paper describes the motivation, subsystems configuration and the results of measurements.
本文介绍了一种集成双输入下变频器的研制和构造,该下变频器工作在18-40 GHz频率范围内,噪声系数优于13 dB,平均转换增益为20 dB,在10 kHz偏置时相位噪声优于-96 dBc/Hz。这种配置提供了10 dBm的三阶截距点的最高增益。该模块包括两个通道:18- 30ghz和26- 40ghz。重叠的频带允许接收宽带信号。接收信号下变频为2- 16ghz。该模块已被小型化,以便与接收天线模块集成在紧凑的配置中。本文介绍了系统的设计动机、子系统结构和测量结果。
{"title":"Ultra-low phase noise compact down-converter with frequency coverage of 18–40 GHz","authors":"Soheil Shahrokhi, K. Mohammadpour‐Aghdam, Payam Ebrahimipour, Amir-Mohammad Khezri","doi":"10.1109/I4CT.2014.6914135","DOIUrl":"https://doi.org/10.1109/I4CT.2014.6914135","url":null,"abstract":"This paper presents development and construction of an integrated dual inputs down-converter in the 18-40 GHz frequency range with noise figure better than 13 dB, average conversion gain of 20 dB and phase noise of better than -96 dBc/Hz at 10 kHz offset. This configuration provides the highest gain with third order intercept point of 10 dBm. This module consists of two channels: 18-30 GHz and 26-40 GHz. The overlapping bands allow receiving of wide band signals. The received signals are down-converted to 2-16 GHz. This module has been miniaturized in order to be integrated with the reception antenna module in compact configuration. The paper describes the motivation, subsystems configuration and the results of measurements.","PeriodicalId":356190,"journal":{"name":"2014 International Conference on Computer, Communications, and Control Technology (I4CT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133004662","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2014 International Conference on Computer, Communications, and Control Technology (I4CT)
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