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2020 IEEE Student Conference on Research and Development (SCOReD)最新文献

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Liquid-Sensing Metamaterial Ring Resonator in Millimeter-wave band for 5G Applications 5G毫米波应用的液体传感超材料环形谐振器
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250999
S. Qureshi, Z. Abidin, Adel Y. I. Ashyap, S. Dahlan, H. Majid, C. See
A novel microwave technology-based biosensor operating at 36 GHz is developed for liquid-sensing properties for 5G applications. The metamaterial resonator in the designed biosensor consists of a single ring connected by two microstrip lines. The overall dimensions of the biosensor are $5 times 8$ mm2. The simulated results demonstrate the resonant frequency drops as the MUT of higher permittivity value is introduced in place of the gap of the ring resonator. Therefore, the proposed metamaterial ring resonator can provide good sensitivity when sensing the MUT that are resonant in mm-W for 5G applications.
开发了一种基于36 GHz微波技术的新型生物传感器,用于5G应用的液体传感特性。所设计的生物传感器中的超材料谐振器由两个微带线连接的单个环组成。生物传感器的整体尺寸为5 × 8 mm2。仿真结果表明,在环形谐振腔间隙中引入介电常数较大的MUT后,谐振频率有所下降。因此,本文提出的超材料环形谐振器在检测5G应用中mm-W谐振的MUT时具有良好的灵敏度。
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引用次数: 3
Malaysian Banknote Reader For Visually Impaired Person 马来西亚钞票阅读器为视障人士
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250979
Chi Jie Tan, Wai Kit Wong, Thu Soe Min
Visually impaired person facing difficulty in shopping, running business and activities that dealing with handling banknote. This paper presents a Malaysian banknote reader targeted for visually impaired person to allow them identifying Malaysian banknotes value and dealing with dealers that performing business transaction in Ringgit. This paper proposes a Malaysian banknote reader for visually impaired person using perceptual hashing based image searching and fuzzy logic algorithm. the banknote image captured by the reader will be sent to cloud/internet server for image processing, via Wi-Fi to eliminate the bulky size reader problem. A server in cloud is set up to receive the captured image and return the analysis results after running the image processing algorithm. This will eventually reduce the costs and size of the banknote reader. The banknote reader reached about 95% accuracy by testing 600 different worn, torn and new Malaysian banknotes. The proposed reader managed to recognize banknotes at about 480ms to 560ms for single-sided recognition, after image taken by the reader’s camera. The test of the reader was also run with both visually impaired and visually good participants to recognize 100 pieces of different Malaysian banknote. The result shown that the recognition responses is comparable, only with slight difference of 1.0908 second per banknote reading time.
视障人士在购物、经营业务及办理钞票等活动中遇到困难。本文介绍了一种针对视障人士的马来西亚钞票阅读器,使他们能够识别马来西亚钞票的价值,并与以林吉特进行商业交易的经销商打交道。本文提出了一种基于感知哈希的图像搜索和模糊逻辑算法的视障人士马来西亚钞票阅读器。读取器捕获的钞票图像将通过Wi-Fi发送到云/互联网服务器进行图像处理,以消除读取器体积庞大的问题。在云中设置服务器接收捕获的图像,并在运行图像处理算法后返回分析结果。这将最终降低成本和钞票阅读器的尺寸。通过测试600种不同的磨损、撕裂和新的马来西亚钞票,钞票读取器的准确率达到了95%左右。在读取相机拍摄图像后,该读卡器能够在480毫秒至560毫秒的时间内识别单面纸币。这项测试还对视力受损和视力正常的参与者进行了测试,让他们识别100张不同的马来西亚钞票。结果表明,识别响应具有可比性,仅存在1.0908秒/张钞票阅读时间的细微差异。
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引用次数: 2
An Optimum Design of the Carbon Nanotube Field Effect Transistor for Analog Applications in 10 nm Technology 10纳米模拟应用碳纳米管场效应晶体管的优化设计
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250982
W. H. Chua, C. Uttraphan, B. C. Kok
Complementary metal oxide semiconductor (CMOS) technology has encountered the challenges in scaling beyond 5 nm in recent years, hence, limiting further performance improvement. The carbon nanotube field-effect transistor (CNFET) has potential to replace the metal oxide semiconductor field effect transistor (MOSFET) due to its similar electrical properties and fabrication processes, with better performance. In this paper, we present an optimum design of a two-stage CNFET operational amplifier (op-amp) in 10 nm technology. The optimum design is achieved considering the analog performance metrics such as the open-loop gain, gain bandwidth, power dissipation, and output resistance. The structural parameters of the CNFET, the number of carbon nanotubes (CNTs) N, CNT diameter DCNT, and inter-CNT spacing S were altered and simulated against the performance metrics to observe the variation of the performance metrics. Based on the simulation results, higher value of structural parameters offers higher performances without at the cost of higher power dissipation. In this work, the achieved optimum value of N, DCNT, and S of 11, 1.7 nm, and 20 nm, respectively.
近年来,互补金属氧化物半导体(CMOS)技术在5nm以上的尺度上遇到了挑战,因此限制了进一步的性能改进。碳纳米管场效应晶体管(CNFET)具有与金属氧化物半导体场效应晶体管(MOSFET)相似的电学性能和制造工艺,具有取代MOSFET的潜力。在本文中,我们提出了一个优化设计的两级CNFET运算放大器(运放)在10纳米技术。考虑开环增益、增益带宽、功耗和输出电阻等模拟性能指标,实现了最佳设计。改变CNFET的结构参数、碳纳米管(CNT)数量N、碳纳米管直径DCNT和碳纳米管间距S,并根据性能指标进行模拟,观察性能指标的变化。仿真结果表明,结构参数值越高,性能越好,且不需要付出更高的功耗代价。在这项工作中,N、DCNT和S的最佳值分别为11 nm、1.7 nm和20 nm。
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引用次数: 0
Assessing the Performance of Smart Inverter Functionalities in PV-Rich LV Distribution Networks 富pv低压配电网中智能逆变器功能性能评估
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9251024
D. Almeida, J. Pasupuleti, J. Ekanayake
The overvoltage issue has been deemed as a significant technical challenge owing to the high integration of solar photovoltaic (PV) systems into the low voltage (LV) distribution networks. As a promising solution to this problem, smart inverter controls have gained attention in facilitating localized voltage control. In this paper, the effectiveness of three smart inverter functionalities namely; Volt-Var, Volt-Watt, and simultaneous Volt-Var and Volt-Watt controls have been analyzed and quantified in terms of multiple performance criterion. A detailed analysis has been conducted using a generic, Malaysian LV distribution network in order to demonstrate the applicability of adopting smart inverter controls in alleviating overvoltage issues in PV-rich LV networks. Results reveal that the usage of smart inverter controls help to mitigate overvoltage issues and support network operation conditions. Further, the results highlight the importance of selecting the most suitable control technique for a better network performance.
由于太阳能光伏(PV)系统高度集成到低压(LV)配电网中,过电压问题被认为是一个重大的技术挑战。智能逆变器控制作为解决这一问题的一种很有希望的方法,在促进局部电压控制方面受到了人们的关注。在本文中,智能逆变器的三个功能的有效性分别是;电压-无功、电压-瓦特以及同时电压-无功和电压-瓦特控制已经根据多个性能标准进行了分析和量化。使用马来西亚低压配电网络进行了详细的分析,以证明采用智能逆变器控制在缓解富含pv的低压网络中过电压问题的适用性。结果表明,使用智能逆变器控制有助于缓解过电压问题并支持网络运行条件。此外,结果强调了选择最合适的控制技术以获得更好的网络性能的重要性。
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引用次数: 2
Hybrid Hysteresis-Inversion and PSO-Tuned PID Control for Piezoelectric Micropositioning Stages 压电微定位平台滞回反演与pso调谐PID混合控制
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9251012
Shadir Ahamed Mohamed Rifai, Marwan Nafea, Sanjoy Kumar Debnath, Susama Bagchi
Piezoelectric actuators are used in a wide range of applications, such as micropositioning stages, due to their high resolution and fast response. However, these actuators suffer from several nonlinearities that are mainly caused by hysteresis. This paper presents a hybrid control approach to overcome the hysteresis issue in such systems. A hysteresis-inversion-based feedforward controller is combined with a proportional– integral–derivative (PID) feedback controller, which is tuned using particle swarm optimization (PSO) to form the hybrid control structure. A new fitness that reduces the steady-state error, overshoot, and the rise and settling times is proposed. The proposed fitness function shows high efficiency and flexibility when used to tune the PID controller. The results show that the hybrid controller reduced the error caused by the hysteresis from 10.501% to 0.050% of the displacement range, producing a linear relationship between the input voltage and output displacement. The findings of this work prove that the hybrid control method can be potentially used in precise micropositioning and high precision applications.
压电致动器由于其高分辨率和快速响应的特点,在微定位平台等领域得到了广泛的应用。然而,这些执行器存在一些非线性,主要是由迟滞引起的。本文提出了一种混合控制方法来克服这类系统的滞后问题。将基于滞后逆的前馈控制器与比例-积分-导数(PID)反馈控制器相结合,利用粒子群优化(PSO)对PID控制器进行调谐,形成混合控制结构。提出了一种新的适合度,可以减少稳态误差、超调量以及上升和沉降时间。所提出的适应度函数用于PID控制器的整定具有较高的效率和灵活性。结果表明,混合控制器将迟滞引起的误差从位移范围的10.501%减小到0.050%,使输入电压与输出位移呈线性关系。研究结果表明,该混合控制方法可用于精密微定位和高精度定位。
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引用次数: 7
Outdoor Propagation Channel Investigation at 26 GHz for 5G mmWave Communication 5G毫米波通信26ghz室外传播信道研究
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250972
Faizan Qamar, M. N. Hindia, T. A. Rahman, R. Hassan, S. Saleem
The millimeter wave (mmWave) frequency spectrum is being considered as the most promising communication systems to fulfill the bandwidth requirements for the next-generation wireless network. However, the mmWave frequency band has encountered several issues like fading, scattering, atmospheric absorption, and penetration losses as compared to the currently using frequency spectrum, which is under 6 GHz. Therefore, optimizing the propagation channel path at the mmWave band is seemed to be the only solution, which can help the operators to distinguish the signal behavior before practically implement the 5G networks. In this regard, this study aims to analyze the propagation characteristics for 26 GHz frequency band for the outdoor Single Side Parking (SSP) and Double Side Parking (DSP) environment. It utilizes the most potential propagation path loss models i.e., Close-In (CI) and Floating Intercept (FI). The results prove that the CI model can produce better results and delivers higher network performance as compared to the FI model.
毫米波(mmWave)频谱被认为是满足下一代无线网络带宽要求的最有前途的通信系统。然而,与目前使用的6ghz以下频谱相比,毫米波频段遇到了一些问题,如衰落、散射、大气吸收和穿透损失。因此,优化毫米波频段的传播信道路径似乎是唯一的解决方案,它可以帮助运营商在实际实施5G网络之前区分信号行为。为此,本研究旨在分析室外单边停车(SSP)和双面停车(DSP)环境下26ghz频段的传播特性。它利用了最潜在的传播路径损失模型,即接近(CI)和浮动拦截(FI)。结果证明,CI模型比FI模型可以产生更好的结果,提供更高的网络性能。
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引用次数: 4
Cancer Treatment Disease Application Software Technology in Medicine 医学癌症治疗疾病应用软件技术
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9251009
R. M. Tawafak, Ghaliya Alfarsi, S. I. Malik, Abdalla Eldow, J. Jabbar, Abir AlSideiri
Cancer is caused by damage to the genes that control cell growth and division. however, still many applications try to Detection/diagnosis/treatment is possible using application software. By confirming cell growth and treatment by correcting the mechanism of gene damage or by stopping the blood Supplying cells or by destroying them. this study tries to answer the question: How to prove a possible disease outbreak? the literature review investigated the Analysis of requirements involved in the design and development of FBP. The method develops a simple software, divided into multi phases as an alternative to regular clinical visits. The main requirements of this application cover Concepts and terms of clinic needs match with patient disease level. the software results show the satisfaction of patients who uses the software for the early process of generating information through the User interface, to reduce any distrust or concerns.
癌症是由控制细胞生长和分裂的基因受损引起的。然而,仍然有许多应用程序尝试使用应用软件来检测/诊断/治疗。通过确认细胞生长和治疗通过纠正基因损伤的机制或通过停止供血细胞或通过摧毁它们。这项研究试图回答这个问题:如何证明一种可能的疾病爆发?文献综述调查了FBP设计和开发中涉及的需求分析。该方法开发了一个简单的软件,分为多个阶段,作为常规临床就诊的替代方案。此申请的主要要求包括概念和临床需求与患者疾病水平相匹配。软件结果显示,通过用户界面生成信息的早期过程中使用该软件的患者的满意度,以减少任何不信任或担忧。
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引用次数: 1
Performance Comparison of Pre-trained Residual Networks for Classification of the Whole Mammograms with Smaller Dataset 预训练残差网络在小数据集下全乳房x线照片分类中的性能比较
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250939
Susama Bagchi, M. N. Mohd, Sanjoy Kumar Debnath, Marwan Nafea, N. S. Suriani, Yoosuf Nizam
The false-positive breast cancer cases detected by radiologists and Computer-aided Detection (CAD) systems increase the medical cost and patient discomfort due to the unnecessary breast biopsies. These available CAD systems were developed using traditional machine learning techniques for breast cancer diagnosis. A noteworthy progress is happening in cancer diagnosis after the introduction of deep learning in Convolutional Neural Networks (CNNs) for CAD development. This paper compares the performance of three pre-trained Residual Networks (ResNets), i.e., ResNet18, ResNet50, and ResNet101 with increased image input layer size of $512times 512times 3$ for the classification of the pre-processed whole mammograms into normal, benign, and malignant categories. INbreast dataset was pre-processed and then these pre-processed whole breast images were segregated into three categories based on the ground truths. Original and modified networks were developed by replacing the last three layers of the selected ResNets to match the output category along with the image input layer. Data augmentation and transfer learning were applied to overcome the overfitting issue due to smaller dataset. The developed models were tested and the attained training and testing accuracies, sensitivity, and specificity were compared to evaluate their performances. It was observed that ResNet50 with an image input layer of size $512times 512times 3$ provided best results after five-fold training and the test accuracy was 79.27% with the average sensitivity and specificity of 0.76, and 0.89, respectively for three categories. This experimental work is significant as it proves that the increased image input layer size has a considerable effect in classifying the whole mammograms. Further development will be done with a balanced dataset and other pre-trained deep networks will also be tried.
由放射科医生和计算机辅助检测(CAD)系统检测出的假阳性乳腺癌病例增加了医疗费用和患者因不必要的乳房活检而感到的不适。这些可用的CAD系统是使用传统的机器学习技术开发的,用于乳腺癌诊断。在将深度学习引入卷积神经网络(cnn)用于CAD开发后,癌症诊断领域取得了显著进展。本文比较了三种预训练残差网络(ResNets),即ResNet18、ResNet50和ResNet101在图像输入层尺寸增加512 × 512 × 3$的情况下,将预处理后的整张乳房x光片分为正常、良性和恶性三类的性能。对INbreast数据集进行预处理,然后将这些预处理后的全乳图像根据ground truth分为三类。通过替换所选ResNets的最后三层来匹配输出类别和图像输入层,从而开发出原始和修改的网络。应用数据增强和迁移学习来克服由于数据集较小而导致的过拟合问题。对所开发的模型进行测试,并对所获得的训练和测试准确性、灵敏度和特异性进行比较,以评估其性能。结果表明,当图像输入层尺寸为$512times 512times 3$时,经过5倍训练后,ResNet50的测试准确率为79.27%,3个类别的平均灵敏度和特异度分别为0.76和0.89。该实验工作具有重要意义,因为它证明了图像输入层尺寸的增加对整个乳房x线照片的分类有相当大的影响。将使用平衡数据集进行进一步开发,并尝试其他预训练的深度网络。
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引用次数: 7
Learning Tools of KVK Module using Augmented Reality Mobile Application for Remedial Education Program (REP) 基于增强现实移动应用程序的KVK模块学习工具
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9250934
A. Ayub, M. Othman, Nan M. Sahar, M. Azni, M. A. Ilyas, M. Jaafar
Augmented Reality (AR) is one of the technologies that has increased popularity in industry revolution 4.0 (IR 4.0). This technology is widely used in the education sector that can help the students easily acquire, process, and remember the information. However, due to the lack of introduction to new technology in some education fields, primary students tend to only use conventional learning methods such as books or card games. By looking at this loophole, this project is focusing on the primary students that being called remedial students in Remedial Education Program (RP). We choose the consonant vowel consonant (KVK) module after a deep discussion with the remedial teacher and regional education officer in Batu Pahat. The record shows that remedial students are facing hardship to spell, read, and pronounce the KVK. We have successfully developed the AR application education platform apps by using the Unity Real-Time Development platform (Unity 3D) and Vuforia. Inside this application, there are two menus for learning purposes which are KVK and Suku Kata and one menu for evaluation which is Kuiz. This module has been tested to 25 remedial students and the results show that the evaluation time taken to answer the Kuiz from the apps has been reduced around 10% to 50% compared to the conventional method. We hope that this application can be applied widely for remedial students in elementary school in year one that has a problem in mastering the KVK for REP.
增强现实(AR)是在工业革命4.0 (IR 4.0)中越来越受欢迎的技术之一。该技术广泛应用于教育领域,可以帮助学生方便地获取、处理和记忆信息。然而,由于在一些教育领域缺乏对新技术的介绍,小学生往往只使用传统的学习方法,如书籍或纸牌游戏。通过寻找这个漏洞,该项目将重点放在了在补习教育计划(RP)中被称为补习学生的小学生身上。在与Batu Pahat的补习老师和区域教育官员深入讨论后,我们选择了辅音元音辅音(KVK)模块。记录显示,补习学生在拼写、阅读和发音KVK方面面临困难。我们利用Unity实时开发平台(Unity 3D)和Vuforia成功开发了AR应用教育平台app。在这个应用程序中,有两个用于学习的菜单,分别是KVK和Suku Kata,还有一个用于评估的菜单,即Kuiz。该模块已在25名补习学生中进行了测试,结果表明,与传统方法相比,从应用程序中回答Kuiz所需的评估时间减少了约10%至50%。我们希望这个应用程序可以广泛应用于小学一年级对REP的KVK掌握有问题的补习学生。
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引用次数: 2
An Experimental Gamma-ray Emission Computed Tomography System for Intensity Mapping of An Isotropic Sealed Source 用于各向同性密封源强度测绘的实验伽玛射线发射计算机断层扫描系统
Pub Date : 2020-09-27 DOI: 10.1109/SCOReD50371.2020.9251003
H. Ithnin, E. J. Mohamad, N. H. Yusoff, N. M. Lip
At present, demands for measurement in industrial process control is advancing to another level, from one-dimension profiling to two- and three-dimension imaging technique. These advancements empowered and assisted in providing more information on the ongoing processes. For industrial process flow study, Single Photon Emission Computed Tomography (SPECT) system, can produce a cross-sectional image of the radioactive source distribution inside a vessel or pipeline. However, an optimum number of measurements is required to reconstruct the cross-section image without compromising or reducing the information on the reconstructed image. In this study, a time average emission computed tomography system was set up and utilised for mapping the intensity of the gamma-ray radiation from a static Barium, Ba-133 isotropic sealed source. The gamma-ray radiation source was placed on the centre and off-centre of the scanning region. Sodium Iodide, NaI scintillation detector then measure the intensity of the gamma-ray (emitted from the radioactive source) at a different angle. The data of gamma-ray intensity distribution were analysed, and the tomographic image of it was reconstructed using the Filtered Back Projection (FBP) algorithm. Although the SPECT system used is a time-average measurement, the tomographic image result is useful for the development of real-time industrial SPECT system that will be used for the imaging system in industrial process control.
目前,工业过程控制对测量的要求正从一维剖面技术向二维、三维成像技术发展。这些进步增强并协助提供有关正在进行的过程的更多信息。对于工业过程流的研究,单光子发射计算机断层扫描(SPECT)系统,可以产生一个放射源分布在容器或管道内的横切面图像。然而,在不损害或减少重建图像上的信息的情况下,需要最优的测量次数来重建截面图像。在这项研究中,建立了一个时间平均发射计算机断层扫描系统,并用于绘制来自静态钡,钡-133各向同性密封源的伽马射线辐射强度。伽玛射线辐射源被放置在扫描区域的中心和非中心。然后用碘化钠、NaI闪烁探测器从不同角度测量伽玛射线(从放射源发射)的强度。对伽玛射线强度分布数据进行分析,利用滤波后投影(FBP)算法重建伽玛射线的层析图像。虽然所使用的SPECT系统是时间平均测量,但断层成像结果对实时工业SPECT系统的开发是有用的,该系统将用于工业过程控制中的成像系统。
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引用次数: 0
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2020 IEEE Student Conference on Research and Development (SCOReD)
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