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2021 International Conference on Advances in Technology, Management & Education (ICATME)最新文献

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2×1 Circular Patch Antenna Array for ISM Band Applications 2×1用于ISM波段应用的圆形贴片天线阵列
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732767
Khushbu Patel, S. Singh
This paper presents 2×1 circular patch antenna array operating at 2.4GHz for ISM Band (Industrial, Scientific and medical) Application by using ANSYS HFSS 13.0. This antenna array present by 2 element circular patch on Roger RT Duroid 5880 substrate using micro strip feed line at 2.4 GHz resonant frequency. Presented antenna array fabrication is simple and it is light weight. 2×1 circular antenna array parameters are better than 2×2 circular antenna array parameters, so due to good parameter and decreasing antenna array element 2×1 circular patch antenna array more useful for ISM Band Application. Present antenna parameters like gain, return loss and VSWR are 9.65 dB, −19.69 dB, 1.80 respectively.
本文利用ANSYS HFSS 13.0设计了用于ISM(工业、科学和医疗)频段2.4GHz的2×1圆形贴片天线阵列。该天线阵列采用2.4 GHz谐振频率的微带馈线,在罗杰RT Duroid 5880衬底上形成2元圆形贴片。该天线阵制作简单,重量轻。2×1圆形天线阵参数优于2×2圆形天线阵参数,因此由于参数好且天线阵元减少2×1圆形贴片天线阵更适合ISM波段应用。现有天线增益、回波损耗和驻波比分别为9.65 dB、- 19.69 dB和1.80 dB。
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引用次数: 0
Prediction of Covid-19 Patient in United States of America Using Prophet Model 利用先知模型预测美国新冠肺炎患者
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732766
Abhigyan Tiwary, M. Kumar, Pranay Yadav
In this research work focus on increase rate of number of patient predication of COVID-19 in USA. The focus of the research work to determine the increase rate of COVID-19 patient. On 11th march WHO head novel corona virus spate a worldwide deadly disease. In this research work a period plan simulation model to anticipate prediction flitting estimate of the transmission of the drastically creating corona virus time course of action is shown and examined. Prophet is a technique for assessing /envisioning time plan data subject to an additional substance model where non-direct examples are fit with yearly, step by step, and step by step abnormality, notwithstanding event impacts.
本研究的重点是美国COVID-19患者预测人数的增长率。研究工作的重点是确定COVID-19患者的增长率。3月11日,世卫组织领导了新型冠状病毒引发的全球致命疾病。在这项研究工作中,提出了一个周期计划模拟模型,用于预测急剧产生的冠状病毒的传播,并对其时间过程进行了检验。Prophet是一种评估/设想时间计划数据的技术,该技术受附加物质模型的约束,其中非直接示例适合每年,一步一步和一步一步的异常,尽管有事件影响。
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引用次数: 6
Predictive Analytics in a Post Covid-19 World: India's Travel and Tourism Industry 2019冠状病毒病后世界的预测分析:印度旅游业
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732706
Nikita Tresa Cyriac, Kamaladevi Baskaran
The COVID-19 outbreak across the globe has spurred on an economic crisis and has left no industry unscathed, the T &T industry being no exception. Coming closer to home, the rise in the number of COVID-19 cases, prolongment of India's Lockdown, decline in travel confidence, supply chain disruptions and extensive lay-offs, have left the T &T industry of India choking. The study aims to understand the impact of COVID-19 on India's travel and tourism industry and also to determine the period of the reemergence of the travel confidence and likewise the T &T industry. With the aid of primary data collected using a questionnaire which was distributed among individuals who are willing to travel to/across/from India. Every sample unit was required to answer 4 demographic questions and 6 questions revolving around 4 factors influencing T &T bookings, namely-COVID-19., Job Security, Health Care System and Length of Travel Haul. After analysis of the collected data through descriptive statistics and correlation, it was identified that there exists no significant relationship between the demographic data and the aforementioned factors, medium length of travel haul is most preferred, Job Insecurity is not of prime concern whilst booking despite the present economic conditions and period of the reemergence of the T &T industry is a year from the relief to containment measures. Subsequently, the PHAP framework has also been introduced which lays out the key areas-Price Plans, Health and Hygiene Focus, Ancillary Revenue Identification and Promotion Plans, for T &T businesses to focus on, to easily assimilate and incentivize tourism opportunities post-COVID containment period.
新冠肺炎疫情在全球范围内引发了经济危机,没有一个行业能幸免,电信行业也不例外。从国内来看,新冠肺炎病例的增加、印度封锁的延长、旅行信心的下降、供应链的中断和大规模的裁员,使印度的电信行业陷入了困境。该研究旨在了解COVID-19对印度旅游业的影响,并确定旅游信心和ict行业重新出现的时间。通过使用问卷收集的原始数据,该问卷在愿意前往/跨/从印度旅行的个人中分发。每个样本单位都被要求回答4个人口统计问题和6个围绕4个影响T &T预订因素的问题,即covid -19。,工作保障,医疗保健系统和长途旅行的长度。通过描述性统计和相关性分析收集的数据后,发现人口统计数据与上述因素之间不存在显著关系,中等长度的旅行是最受欢迎的,工作不安全感不是主要关注的问题,而预订,尽管目前的经济条件和重新出现的时期,从救济到遏制措施是一年。随后,还引入了PHAP框架,其中列出了关键领域-价格计划,健康和卫生重点,辅助收入确定和促进计划,供科技企业关注,以便轻松吸收和激励covid遏制期后的旅游机会。
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引用次数: 0
A Design Methodology of MOS Current Mode Logic Pre-Scaler for ZigBee Applications 一种适用于ZigBee应用的MOS电流模逻辑预标器设计方法
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732723
S. Maity, Lokenath Kundu, S. K. Jana
Current-mode logic (CML) pre-scalers are extensively used in radio-frequency transceivers and phase-locked loops for its wide division range. This paper presents a methodology for the design of metal-oxide-semiconductor CML (MCML) pre-scaler compliant with the ZigBee standard. A hand calculation based general analysis is presented in this work. A delay element has been introduced in the pre-scaler architecture and the theoretical foundations of the method have been explained. The methodology has been applied to the divide-by-3 pre-scaler.
电流模逻辑(CML)预标器以其宽的分频范围广泛应用于射频收发器和锁相环中。提出了一种符合ZigBee标准的金属氧化物半导体CML (MCML)预标器的设计方法。本文提出了一种基于一般分析的手工计算方法。在预标度体系结构中引入了延迟元件,并解释了该方法的理论基础。该方法已应用于除3预标器。
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引用次数: 0
A Review of Machine Learning Techniques and Applications for Health Care 机器学习技术及其在医疗保健中的应用综述
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732761
D. Rathore, Praveen Kumar Mannepalli
Some of the greatest successes of artificial intelligence and machine learning have been in the field of computer vision. Computer vision focuses on the medical imaging and objects or pattern recognition. Machine learning is a subset of artificial intelligence techniques that refers to the ability to learning form the past data or experience then improve the accuracy or prediction ratio for the particular datasets, deep leaning is very popular in the health care sectors and for the electronic health record. In this paper we review the machine learning and deep learning techniques for the health care sectors, with some key features, In this review we mentioned the machine learning techniques will be provided for the variety of applications, then review about the previous author work in health care sectors and highlight some important diseases with their feature extraction techniques and accuracy.
人工智能和机器学习的一些最伟大的成功是在计算机视觉领域。计算机视觉主要研究医学成像和物体或模式识别。机器学习是人工智能技术的一个子集,指的是从过去的数据或经验中学习,然后提高特定数据集的准确性或预测比率的能力,深度学习在医疗保健部门和电子健康记录中非常流行。本文综述了机器学习和深度学习技术在医疗保健领域的一些主要特点,介绍了机器学习技术将为各种医疗保健领域提供的应用,然后回顾了作者之前在医疗保健领域的工作,并重点介绍了一些重要疾病的特征提取技术和准确性。
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引用次数: 4
Stock Price Prediction based on Optimized Attribute and Cascaded Machine Learning Algorithm 基于优化属性和级联机器学习算法的股票价格预测
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732773
R. Yadav, M. Sivakkumar
The wealth of currency and nation depends on the growth of the stock market. The prediction of stock price varies according to their parameters such as open price, close price and strike price. The variation of parameters creates an unstable and volatile situation for the stock market. The unstable nature of stock market diverts customers for the investments. In this paper proposed cascaded machine learning algorithm for the stock price prediction. The cascaded machine learning algorithm work with an optimized variance of stock parameters. The process of parameters optimization achieves by particle swarm optimization. The particle swarm optimization is a memory-based and iterative process. The proposed algorithm implemented in MATLAB software and tested with NSE data of different banks such as HDFC, IDBI and AXIS bank.
货币和国家的财富取决于股票市场的增长。股票价格的预测根据其参数如开盘价、收盘价和行权价而变化。参数的变化给股票市场造成了不稳定和波动的局面。股票市场的不稳定性转移了客户的投资兴趣。本文提出了一种用于股票价格预测的级联机器学习算法。级联机器学习算法与优化的股票参数方差一起工作。参数优化过程采用粒子群算法实现。粒子群优化是一个基于记忆的迭代过程。该算法在MATLAB软件中实现,并使用HDFC、IDBI、AXIS银行等不同银行的NSE数据进行了测试。
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引用次数: 0
Optimization of Robust Image Watermarking using Ensemble-Based Classifier 基于集成分类器的鲁棒图像水印优化
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732718
Kapil Jain, Parmalik Kumar, R. Karan
The secure transmission of digital multimedia over the internet is a challenging task. For secure transmission of digital multimedia uses various methods such as encoding of data and digital watermarking in this paper proposed optimized watermarking methods based on the ensemble-based classifier. The ensemble-based classifier used two classifier decision tree and KNN. The process of ensemble classifier optimized the value of features and reduce the gap of the pixel difference between the source image and watermark image. The feature-based watermarking process used a discrete wavelet transform. The wavelet transforms more dominated feature of textures. The diverse space of texture features applied ensemble classifier to optimized the features of watermarking. The proposed algorithm implemented in MATLAB software and estimate standard parameters such as PSNR and NC. The proposed algorithm also tested on the geometrical attack to measure the strength of the proposed algorithm.
数字多媒体在互联网上的安全传输是一项具有挑战性的任务。为了实现数字多媒体的安全传输,采用了数据编码和数字水印等多种方法,本文提出了基于集成分类器的优化水印方法。基于集成的分类器采用了二分类器决策树和KNN。集成分类器的过程优化了特征值,减小了源图像与水印图像像素差的差距。基于特征的水印过程采用离散小波变换。小波变换更多的是纹理的主导特征。利用纹理特征的多样性空间,采用集成分类器对水印特征进行优化。该算法在MATLAB软件中实现,并对PSNR和NC等标准参数进行估计。本文还对算法进行了几何攻击测试,以衡量算法的强度。
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引用次数: 0
A Square Shape MIMO Patch Array with Square Slit on Rectangular Parasitic Element For 4G/LTE 一种基于矩形寄生元件的4G/LTE方形缝隙MIMO贴片阵列
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732737
Munesh Sangwan, Gopal Panda, Pranay Yadav
In the current era mobile device as well as other communication devices are require smaller and compact day by day. In the senior mobile patch are also required compact design. In mobile handset require MIMO patch as long with minimum mutual coupling. For minimization of mutual coupling in last decade there are different type of parasitic element presented. In this research work proposed a square shape MIMO patch with square slit and Meander-Line Resonators [17] for decoupling in MIMO antenna. The proposed modified parametric element consist of Slotted Meander-Line Resonators with square cut on rectangular copper in between MIMO patch. The proposed MIMO antenna with modified parasitic element display better result in subject of mutual coupling (M.C.) decrease and ECC.
在当今时代,移动设备以及其他通信设备都要求越来越小,越来越紧凑。在高级移动贴片也要求紧凑的设计。在移动手持设备中,要求MIMO贴片尽可能长且相互耦合最小。为了减小相互耦合,近十年来出现了不同类型的寄生元件。本文提出了一种方形多输入多输出(MIMO)贴片,该贴片带有方形狭缝和曲线形谐振腔[17],用于MIMO天线的去耦。所提出的改进参数元件由在MIMO贴片之间的矩形铜上切割方形的开槽弯曲线谐振器组成。所提出的改进寄生元件的MIMO天线在互耦(M.C.)降低和ECC约束下具有较好的显示效果。
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引用次数: 2
Reliability of Next Generation MANET Routing Through E-RAT 基于E-RAT的下一代MANET路由可靠性研究
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732712
Shadab Khan, S. Tamrakar, M. Rizvi
In the current scenario mobile unplanned (MANET) wireless networks are increasingly utilized in varied fields and are used for several applications. The network reliability depends upon various issues, but out of them, the Packet Delivery Ratio (PDR) is the prime one, which works as a base for the whole network to enhance QoS. Our aim with this paper was to determine the role of PDR, one of the parameters of the Next Generation Network which will play a significant role to enhance QoS. QoS and network reliability go hand in hand. If we ignore any of them, we could not achieve QoE. We measured the values critical parameters for instance PDR in existing RAT and E-RAT under different scenarios. To perform all analyses we used ns-3. The outcome indicates that the values of the critical parameters in E-RAT are more enhanced compared to the existing RAT.
在当前的情况下,移动非计划(MANET)无线网络越来越多地应用于各个领域,并用于多种应用。网络的可靠性取决于许多问题,其中PDR (Packet Delivery Ratio)是最重要的问题,它是整个网络提高QoS的基础。本文的目的是确定PDR的作用,PDR是下一代网络的参数之一,它将在提高QoS方面发挥重要作用。QoS和网络可靠性是密切相关的。如果我们忽略其中任何一个,我们就无法实现QoE。我们测量了不同情况下现有RAT和E-RAT的PDR等关键参数的值。为了执行所有分析,我们使用ns-3。结果表明,与现有RAT相比,E-RAT的关键参数值明显增强。
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引用次数: 0
Review of Performance of Non Orthogonal Multiple Access over 5G Mobile Network 5G移动网络非正交多址性能综述
Pub Date : 2021-01-08 DOI: 10.1109/ICATME50232.2021.9732707
Ankit Shivhare, R. Arya, Roopam K. Gupta
5G technology is the novel and prominent technology for mobile communication which offers various features such as higher spectral efficiency, high reliability, massive connectivity, high throughput. To gain such facilities Non-Orthogonal Multiple Access Scheme used in 5G. Non orthogonal multiple access (NOMA) is an innovative technique which provides an effective improvement to the spectral efficiency at receivers. In this paper various NOMA scheme is described, application for future aspects, and advantages over orthogonal multiple access (OMA) which used in conventional mobile generations.
5G技术是一种新颖而突出的移动通信技术,具有更高的频谱效率、高可靠性、海量连接、高吞吐量等特点。以获得5G中使用的非正交多址方案。非正交多址(NOMA)是一种有效提高接收机频谱效率的创新技术。本文介绍了各种NOMA方案,展望了未来的应用前景,以及与传统移动代中使用的正交多址(OMA)相比的优势。
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引用次数: 1
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2021 International Conference on Advances in Technology, Management & Education (ICATME)
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