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2019 IEEE Student Conference on Research and Development (SCOReD)最新文献

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Preliminary Implementation of the Next Generation Cannulation Simulator 下一代仿真器的初步实现
Pub Date : 2019-11-14 DOI: 10.1109/SCORED.2019.8896240
A. Mahmoud, A. A. Hssain, Guillaume Alinier, I. Hassan, U. Khurshid, Aiman Abducarim, S. Mahmud, Omrane Abdallah, Elshaikh Mohamed, A. Alsalemi, F. Bensaali, A. Amira
Extracorporeal Membrane Oxygenation (ECMO) is a highly complex/critical lifesaving procedure known to support patients with cardiac and respiratory issues. Patients on ECMO are monitored 24/7 by a team of highly trained ECMO team comprising nurses, physicians, respiratory therapists, and perfusionists promptly intervening to any potential emergency situation. Simulation-Based Training (SBT) allows clinicians to experience and practice realistic hands-on procedures and scenarios without any risk. In ECMO, cannulation is a critical procedure performed to externally reroute the blood flow so it can be re-oxygenated by the ECMO machine before being recirculated through the patient's body. In a close collaboration with Hamad Medical Corporation (HMC), this project aims to develop a cost effective, realistic, and user-friendly ECMO simulator focusing on the venous and arterial cannulation procedure, The main features of this simulator include cannulation emergencies caused by low pressure flow, excessive force, recirculation, or mispositioned wire/cannula. Therefore, the ECMO cannulation simulator will not only greatly contribute to the initial and ongoing local training of HMC ECMO clinicians but also contribute to improving patient care by lowering the risks associated with the cannulation process.
体外膜氧合(ECMO)是一种高度复杂/关键的救生程序,已知用于支持心脏和呼吸问题患者。接受ECMO治疗的患者由一支训练有素的ECMO团队全天候监测,该团队由护士、医生、呼吸治疗师和灌注师组成,对任何潜在的紧急情况进行及时干预。基于模拟的培训(SBT)允许临床医生在没有任何风险的情况下体验和实践现实的动手程序和场景。在ECMO中,插管是一项关键的程序,可以从外部改变血液流动的路径,以便在通过患者身体再循环之前,ECMO机器可以重新充氧。该项目与哈马德医疗公司(HMC)密切合作,旨在开发一种具有成本效益,逼真,用户友好的ECMO模拟器,专注于静脉和动脉插管过程,该模拟器的主要特点包括由低压流量,过度力量,再循环或电线/套管错位引起的插管紧急情况。因此,ECMO插管模拟器不仅将大大有助于HMC ECMO临床医生的初始和持续的本地培训,而且还有助于通过降低与插管过程相关的风险来改善患者护理。
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引用次数: 2
Athena: A Mobile Based Application for Women's Safety with GPS Tracking and Police Notification for Rizal Province 雅典娜:一个基于移动应用程序的妇女安全与GPS跟踪和警察通知黎刹省
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896274
Ester Dhenise G. Vinarao, Michelle Nicole B. de Guzman, Edward A. Fernandez, Danica Jane V. Quije, Rheaxena C. Gorres, Eliseo D. Francisco, Reynold A. Delizo, Edward N. Cruz
The study aims to develop a Mobile Based Application for Woman's Safety to help authorities track criminals through the use of the said application by providing real-time SMS Notification, GPS Tracking, and direct emergency call to nearby police station inside the province. Rizal province was chosen as the beneficiary of this study during this phase. The system will also help authorities prevent crimes before it happens depending on the user response. The study is best suited for individuals commuting to uncomfortable destinations. The study requires users to have an active mobile network load to maximize the potential of the system. It involves host server which accept and process complaints initiated by the users. The development of the “Athena: A Mobile Based Application for Woman's Safety with GPS Tracking and Police Notification for Rizal Province” utilizes Agile methodology in Android platform provide the following functions: sends notification via SMS, video and image capturing, and direct calling the police and GPS tracking in time of distress. The developed system also showed its effectivity in processing the different features stated in the scope and delimitations of the study.
该研究旨在开发一个基于移动的妇女安全应用程序,通过提供实时短信通知、GPS跟踪和直接紧急呼叫到省内附近的警察局,帮助当局通过使用上述应用程序跟踪罪犯。在这一阶段,黎刹省被选为本研究的受益者。该系统还将根据用户的反应,帮助当局在犯罪发生之前预防犯罪。这项研究最适合通勤到不舒服的目的地的个人。该研究要求用户有一个活跃的移动网络负载,以最大限度地发挥系统的潜力。它涉及接收和处理用户投诉的主机服务器。“雅典娜:黎萨省基于GPS跟踪和警察通知的女性安全移动应用程序”的开发在Android平台上采用敏捷方法,提供以下功能:通过短信发送通知,视频和图像捕获,并在遇险时直接报警和GPS跟踪。开发的系统在处理研究范围和定界中所述的不同特征方面也显示出其有效性。
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引用次数: 4
A modified crow search algorithm with niching technique for numerical optimization 基于小生境技术的改进乌鸦搜索算法
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896291
Jahedul Islam, P. Vasant, B. M. Negash, J. Watada
This paper proposes a modified crow search algorithm with local search and niching technique. The primitive crow search algorithm is a newly developed population-based algorithm which gained attention from the researchers of many fields as it needs only one parameter to be tuned. Despite its easy implementation, crow search algorithm has weakness to find global optima and suffers from slow convergence rate in multi-modal optimization problems. The search agent of the primitive crow search algorithm does not always follow the best solution obtained so far. Another disadvantage is that the search agents updates its location randomly. In order to enhance its searching capacity, a global search operator is introduced. Also, The proposed method modifies the search techniques and incorporates niching method to increase exploration capacity. The proposed technique is tested on 23 benchmark functions. The results of the proposed method demonstrated faster convergence rate and better solution in most cases when compared with the standard crow search algorithm.
本文提出了一种基于局部搜索和小生境技术的改进乌鸦搜索算法。原始乌鸦搜索算法是一种新发展起来的基于种群的算法,由于它只需要一个参数进行调整,受到了许多领域研究者的关注。乌鸦搜索算法虽然易于实现,但在多模态优化问题中存在寻找全局最优和收敛速度慢的缺点。原始乌鸦搜索算法的搜索代理并不总是遵循迄今为止得到的最优解。另一个缺点是搜索代理随机更新其位置。为了提高其搜索能力,引入了全局搜索算子。该方法对搜索技术进行了改进,引入了小生境方法,提高了搜索能力。该方法在23个基准函数上进行了测试。结果表明,与标准乌鸦搜索算法相比,该方法在大多数情况下具有更快的收敛速度和更好的解。
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引用次数: 7
Nursery Science: A Mobile Application for Learning Science for Pre-Schoolers 幼儿园科学:学龄前儿童学习科学的移动应用程序
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896249
Clifford A. Calleja, Paul John E. Candelaria, Dann Neil R. Cape, Ma. Katrina A. Lazarte, Bernie S. Fabito
Mobile Learning or M-Learning has been gaining attention in research to determine its impact on the learning experiences of the students. The use of technology, particularly of mobile learning, is essential in education due to its capability to provide individual learning experiences. M-Learning can be defined as Learning using mobile devices like Smart Phones and Tablets. This platform can be integrated into Blended Learning where students learn inside and outside the four walls of the classroom. Given the advantages of M-Learning for students, this study sought to design and develop a mobile application that helps preschoolers enhance their learning experience in science in one Daycare Center in the Philippines. The application includes lessons from the Department of Social Welfare and Development (DSWD). Quizzes as a form of assessment can be taken after each lesson. Succeeding lessons are locked and cannot be accessed until the teacher unlocks these lessons. The mobile application was assessed using ISO 9126 to determine the acceptability among the teachers and parents of the pupils of the Daycare Center. The overall result yielded an average mean of 4.0 which is verbally interpreted as Very Satisfactory. A longitudinal-experimental study for the mobile application is recommended to further assess the impact of the application on the learning experience of the pupils.
移动学习或移动学习已经在研究中获得关注,以确定其对学生学习体验的影响。技术的使用,特别是移动学习,在教育中至关重要,因为它能够提供个性化的学习体验。移动学习可以定义为使用智能手机和平板电脑等移动设备进行学习。这个平台可以集成到混合式学习中,学生可以在教室的四面墙内外学习。鉴于移动学习对学生的优势,本研究试图设计和开发一个移动应用程序,以帮助菲律宾一家日托中心的学龄前儿童提高他们在科学方面的学习经验。该应用程序包括社会福利和发展部的经验教训。测验作为一种评估形式,可以在每节课后进行。后续的课程将被锁定,并且在教师解锁这些课程之前无法访问。使用ISO 9126对移动应用程序进行评估,以确定日托中心的教师和学生家长的接受程度。总体结果平均为4.0分,口头解释为非常满意。建议对移动应用程序进行纵向实验研究,以进一步评估应用程序对学生学习体验的影响。
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引用次数: 1
EEG Eye State Identification based on Statistical Feature and Common Spatial Pattern Filter 基于统计特征和公共空间模式滤波的脑电图眼态识别
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896270
Wang Chia Woon, N. Yahya, N. Badruddin
EEG signal is one of the main sources for implementation of Brain-Computer Interface (BCI) technology. The BCI is a non-muscle communication link between brain and external device, which commonly designed to enable patients with neurological condition to interact with others using their brain signals. In this work, we investigated the classification of EEG eye state data using statistical and CSP filter technique. Statistical feature has been applied in EEG signal classifications of eye-close and eye-open conditions but the accuracy is reported to be less than 78%. CSP filter is a well-known method for classification of motor imagery EEG in the BCI field but when applied for EEG eye state classification, it only gives accuracy similar to statistical feature, that is less than 78%. These indicate that both methods give good discrimination of the eye state condition but on it own, will not be sufficient to produce good classification accuracy. Hence, this work aims to develop an algorithm using statistical-CSP feature for eye state classification from EEG signal. This is taking advantage on the discriminative feature provided by both methods, statistical and CSP filter, which is expected to increase the accuracy of the eye state classification algorithm. The process of developing the EEG eye state classification algorithm, includes data extraction, pre-processing, data normalization, feature extraction, feature selection and classification are detailed out in this paper. Number of selected electrodes are divided into 3 groups, with 2 groups having a set of 7 different electrodes and 1 group that combined both sets of 7 electrodes giving a total of 14 electrodes. Using ten-fold cross validation, the highest accuracy of statistical feature is at 54.3% and the highest accuracy of CSP feature is at 72.3% generated using fine Gaussian SVM classifier. Result from this work has shown that combining both statistical and CSP features from 7 electrodes of Group I has shown to result in good accuracy of 99.92%.
脑电信号是实现脑机接口(BCI)技术的主要信号来源之一。脑机接口是大脑和外部设备之间的非肌肉通信链路,通常用于使神经系统疾病患者使用他们的大脑信号与他人互动。在这项工作中,我们研究了使用统计和CSP滤波技术对EEG眼状态数据进行分类。统计特征已被应用于闭眼和睁眼的脑电信号分类中,但准确率不足78%。CSP滤波是脑机接口(BCI)领域中较为知名的运动意象脑电分类方法,但应用于脑电眼状态分类时,准确率仅与统计特征相近,不足78%。这表明这两种方法都能很好地识别眼睛状态,但单独使用不足以产生良好的分类精度。因此,本研究旨在开发一种利用统计csp特征对EEG信号进行眼状态分类的算法。这是利用了统计和CSP滤波器两种方法提供的判别特征,这有望提高眼状态分类算法的准确性。详细介绍了EEG眼状态分类算法的开发过程,包括数据提取、预处理、数据归一化、特征提取、特征选择和分类。选择的电极数量分为3组,其中2组有7个不同的电极,1组将这7个电极组合在一起,共14个电极。使用十重交叉验证,统计特征的最高准确率为54.3%,使用精细高斯SVM分类器生成的CSP特征的最高准确率为72.3%。结果表明,将第一类7个电极的统计特征和CSP特征结合起来,可以获得99.92%的良好准确率。
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引用次数: 2
Building Ambient Temperature Measurement using Industrial Wireless Mesh Technology 利用工业无线网格技术测量建筑环境温度
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896316
Tran duc Chung, R. Ibrahim
This paper presents an approach to measure building ambient temperature using industrial wireless mesh technology (WirelessHART) based on command line interface (CLI) with wireless network manager from a laptop host. Based on the experiment with five wireless nodes (motes) in a laboratory environment, it is found that on average, the measured temperatures are close to 22°C. In addition, all motes have similar temperature pattern even though they are located at different places in the laboratory. When there is a change in the laboratory's environment i.e., the entry door is opened / closed, the measured temperatures at all motes increase / decrease accordingly. In addition, the mote nearest to the entry door has the highest average temperature while the mote furthest to the door has the lowest average temperature. Furthermore, the mote attached to a time-varying heat source, i.e., the laptop fan, has the highest temperature deviation.
本文提出了一种基于命令行接口(CLI)的工业无线网格技术(WirelessHART)与无线网络管理器在笔记本电脑主机上测量建筑环境温度的方法。通过在实验室环境下对5个无线节点(mote)进行实验,发现测量温度平均接近22℃。此外,所有的微粒即使位于实验室的不同位置,其温度模式也相似。当实验室环境发生变化时,即当入口门打开/关闭时,各点的测量温度相应升高/降低。此外,离入口门最近的粒子平均温度最高,离入口门最远的粒子平均温度最低。此外,附着在时变热源即笔记本电脑风扇上的微粒具有最高的温度偏差。
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引用次数: 4
Classification of Neurological States from Biosensor Signals Based on Statistical Features 基于统计特征的生物传感器信号神经状态分类
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896286
Soong Qian Xin, N. Yahya, L. I. Izhar
In this paper, we investigate techniques to classify the neurological status based on the biosensor signals. The sensor used in this work, recorded reading of acceleration (accX, aceY, accZ), temperature and electrodermal activity (EDA). Four neurological conditions are considered; cognitive stress, emotional stress, physical stress, and relaxation mode. Statistical feature extraction methods used in this work include mean, maximum (max), minimum (min), mean absolute deviation (MAD), Standard deviation (STD), interquartile range (IQR) and total summation. The extracted features are then fed into the Support Vector Machines (SVM) and ensemble classifier which are supervised learning models. The accuracy of the classifier used in determining the neurological status of the subjects with and without the feature extraction was computed and analyzed to conclude on the ability as well as the accuracy of each method in determining the neurological status. The ensemble classifier achieved an accuracy of 99.8% without feature extraction and 94.5% with feature extraction while the SVM classifier achieved an accuracy of 62.4% without feature extraction and 87% with feature extraction. This indicates ensemble is a better classifier when using no feature extraction whereas, SVM performs better with feature extraction in classifying different neurological status from biosensor signals.
本文研究了基于生物传感器信号的神经系统状态分类技术。在这项工作中使用的传感器,记录了加速度(accX, aceY, accZ),温度和皮肤电活动(EDA)的读数。考虑了四种神经系统疾病;认知压力、情绪压力、身体压力、放松模式。本文使用的统计特征提取方法包括均值、最大值(max)、最小值(min)、平均绝对偏差(MAD)、标准差(STD)、四分位间距(IQR)和总求和。然后将提取的特征输入到支持向量机(SVM)和集成分类器中,这是监督学习模型。计算并分析了采用特征提取和不采用特征提取的分类器判断被试神经状态的准确率,得出了各种方法判断被试神经状态的能力和准确率。集成分类器在没有特征提取的情况下准确率为99.8%,有特征提取的情况下准确率为94.5%,而SVM分类器在没有特征提取的情况下准确率为62.4%,有特征提取的情况下准确率为87%。这表明,当不使用特征提取时,集成是一个更好的分类器,而SVM在使用特征提取时对生物传感器信号的不同神经状态进行分类时表现更好。
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引用次数: 2
Wearable Thermoelectric Nanogenerator Based on Carbon Nanotube for Energy Harvesting 基于碳纳米管能量收集的可穿戴热电纳米发电机
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896333
Fariba Islam, A. Zubair, Nabila Fairuz
Wearable and portable devices are appearing prominently in consumer electronics over the last decade and are becoming inevitable in this modern era. However, powering and recharging these devices are still tremendous challenges. Here, we designed thermoelectric nanogenerators and a novel textile based thermoelectric energy harvester based on carbon nanotube (CNT) which can be solution to the problem. These energy harvesters can harness solar or thermal energy to generate electricity. The reason for preferring textile based thermoelectric generator is that it can be used ubiquitously and can be used to power up wearable devices whenever needed. CNT is selected as the material of choice due to extreme tensile strength of CNTs so that long fibers required for textile can be manufactured with it and extraordinary tunability of electrical and thermal properties of CNTs. Though, some other thermoelectric materials like Bi2Te3and PbTe have greater Seebeck coefficient than that of CNT, their tensile strength is much smaller and they are toxic. In our textile based energy harvester, the CNT fibers are incorporated with conventional textile fibers like cotton. We proposed different configurations of textile based energy harvester and corresponding generated thermoelectric voltage was estimated. In series configuration, we found voltage of 55.2 μV for 1 K temperature difference in a 44 mm long fiber.
在过去十年中,可穿戴和便携式设备在消费电子产品中占据突出地位,并且在这个现代时代变得不可避免。然而,为这些设备供电和充电仍然是一个巨大的挑战。在此,我们设计了热电纳米发电机和一种基于碳纳米管(CNT)的新型纺织热电能量收集器,可以解决这一问题。这些能量收集器可以利用太阳能或热能来发电。选择基于纺织品的热电发电机的原因是它可以无处不在地使用,并且可以在需要时用于为可穿戴设备供电。之所以选择碳纳米管作为材料,是因为碳纳米管具有极强的抗拉强度,可以制造纺织品所需的长纤维,而且碳纳米管的电学和热学性能具有非凡的可调性。尽管bi2te3和PbTe等其他热电材料的塞贝克系数比碳纳米管大,但它们的抗拉强度要小得多,而且它们是有毒的。在我们的纺织能源收集器中,碳纳米管纤维与传统纺织纤维(如棉花)结合在一起。提出了不同配置的纺织能量采集器,并对其产生的热电电压进行了估算。在串联配置中,我们发现在44 mm长的光纤中,在1 K的温差下,电压为55.2 μV。
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引用次数: 5
Understanding the differences in students' attitudes towards social media use: A case study from Oman 了解学生对社交媒体使用态度的差异:来自阿曼的案例研究
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896251
Noor Al-Qaysi, Norhisham Mohamad-Nordin, M. Al-Emran, Mohammed A. Al-Sharafi
Social media use by university students attracted the interest of several scholars worldwide. However, a limited amount of research articles was published to investigate the students' attitudes towards social media usage in the Arab world universities. As a case study, the core objective of this research is to measure the students' attitudes towards the use of social media at an academic institute in Oman. The study intends to examine the differences in these attitudes from the lenses of several attributes, including gender, age, year of study, and social media application. A total of 198 students took part in the study through an online survey. Although the findings showed no significant differences in attitudes with regard to the aforementioned studied attributes, it is imperative to report that all the participated students were mutually interested in using social media applications in learning practices.
大学生对社交媒体的使用引起了世界各地一些学者的兴趣。然而,发表的研究文章数量有限,调查了阿拉伯世界大学中学生对社交媒体使用的态度。作为一个案例研究,本研究的核心目标是衡量阿曼一所学术机构的学生对使用社交媒体的态度。该研究旨在从性别、年龄、学习年份和社交媒体应用等几个属性的角度来考察这些态度的差异。共有198名学生通过在线调查参与了这项研究。虽然调查结果显示,在上述研究属性的态度上没有显著差异,但必须报告的是,所有参与的学生都对在学习实践中使用社交媒体应用程序感兴趣。
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引用次数: 23
PhABC: A Hybrid Artificial Bee Colony Strategy for Pairwise test suite Generation with Constraints Support PhABC:一种具有约束支持的成对测试套件生成的混合人工蜂群策略
Pub Date : 2019-10-01 DOI: 10.1109/SCORED.2019.8896324
A. K. Alazzawi, H. Rais, S. Basri, Y. A. Alsariera
Software testing becoming significant part of our daily life due to a software-development process that led to increase the components number and the associated time. Due to the financial resources and time constraints, practically exhaustive testing is hopeless. For this reason, numerous researchers have adopted pairwise testing to decrease the exhaustive number of test cases. Pairwise testing is one of a powerful Combinatorial Testing Technique (CTT) that used widely for test data generation. Various existing research works were developed using a meta-heuristic algorithm as a basis for pairwise testing strategies. Supplementing to earlier research work, this paper proposed a new pairwise test suite generation called pairwise hybrid artificial bee colony (PhABC) strategy based on hybridize of an artificial bee colony (ABC) algorithm with a particle swarm optimization (PSO) algorithm. The output of PhABC is a set of promising optimal test set combinations. The results of the experiments showed that PhABC outperformed and yielded better test sets than other existing other research strategies even with the existing constraints.
由于软件开发过程导致组件数量和相关时间的增加,软件测试成为我们日常生活的重要组成部分。由于财政资源和时间的限制,几乎彻底的测试是没有希望的。由于这个原因,许多研究人员采用了成对测试来减少测试用例的穷尽数量。成对测试是一种强大的组合测试技术,广泛用于测试数据的生成。现有的各种研究工作都是使用元启发式算法作为两两测试策略的基础。在补充前人研究工作的基础上,提出了一种基于人工蜂群(ABC)算法与粒子群优化(PSO)算法杂交的成对杂交人工蜂群(PhABC)策略。PhABC的输出是一组有前途的最优测试集组合。实验结果表明,即使在现有的约束条件下,PhABC也比现有的其他研究策略表现更好,产生更好的测试集。
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引用次数: 12
期刊
2019 IEEE Student Conference on Research and Development (SCOReD)
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