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2021 IEEE International Conference on Mobile Networks and Wireless Communications (ICMNWC)最新文献

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Experimental Setup of Smart E-Vehicle Charging Station using IOT Technology 基于物联网技术的智能电动汽车充电站实验设置
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688523
S. S, V. K, V. K., Josh F T, V. B
The paper shows the photovoltaic frames and wind turbines draws energy from E-charging technique at low cost and having capacity to recharge stationary batteries. To charge the electric vehicle, force is required and provides electric power as of sustainable sources. It also presents the energy management methodology aimed at powering electric vehicle charging stations. Photovoltaic solar panels integrated with wind turbines used to exchange fuel energy in order to reduce carbon emissions pollution. This work is implemented by using Proteus software along with experimental results.
该论文显示,光伏框架和风力涡轮机以低成本从电子充电技术中获取能量,并具有为固定电池充电的能力。为了给电动汽车充电,需要力量,并提供可持续来源的电力。它还介绍了旨在为电动汽车充电站供电的能源管理方法。光伏太阳能板与风力涡轮机相结合,用于交换燃料能量,以减少碳排放污染。并结合实验结果,利用Proteus软件实现了这项工作。
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引用次数: 9
Detection and Prevention of False Data Injection Attack in Cyber Physical Power System 网络物理电力系统中虚假数据注入攻击的检测与防范
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688471
Sayyada Fahmeeda, Bhagyashree B K
In the current generation power system need to be more advanced and due to the various efforts power system has made a lot of advancements in the measurements, computer and communication networks. Safety has also become the most important for the Power System. Successful False Data Injection Attack (FDIA) involves an attacker compromising power system measurement such that undetected mistakes are included in state variable calculation. FDIAs may significantly harm security by skipping detection via widely used residue-based bad data identification techniques. Study on FDIA-based cyber-attacks has indeed been widespread since the first FDIA research was published in 2009[8].CPS (Cyber Power System) is a very new form of designed system imported into a dynamic environment into computing and physical processes. CPS is helpful in technological fields like cybernetics, mechatronics, design, and built-in systems, the Internet of Things (IOT), big data, artificial intelligence (AI) and much more False Data Injection Attack (FDIA) this is termed as Fake Data Injection Attack when compromised measures create events that do not exist. How can these False Data Injection Attacks be identified It indicates that we observe whether request is coming from real users or from fraudulent users will verify if they match in our central database it will allow that request if does not match it will block that request. The project provides a summary of the theoretical foundations for Cyber-Physical Power System FDIAs with Cyber Power System FDIA Identifications.
目前发电电力系统需要更加先进,由于各方的努力,电力系统在测量、计算机和通信网络方面取得了很大的进步。安全也成为电力系统最重要的问题。成功的虚假数据注入攻击(FDIA)涉及攻击者破坏电力系统测量,使未被检测到的错误包含在状态变量计算中。通过广泛使用的基于残留物的不良数据识别技术,fdi可能会跳过检测,从而严重危害安全性。自2009年首次发布FDIA研究报告以来,基于FDIA的网络攻击研究确实得到了广泛开展。CPS (Cyber Power System)是一种全新的设计系统,将其引入动态环境中进行计算和物理处理。CPS在控制论、机电一体化、设计和内置系统、物联网(IOT)、大数据、人工智能(AI)等技术领域很有帮助,更多的是虚假数据注入攻击(FDIA),当受损措施创建不存在的事件时,这被称为虚假数据注入攻击。如何识别这些虚假数据注入攻击它表明我们观察请求是来自真实用户还是来自欺诈用户将验证他们是否在我们的中央数据库中匹配,它将允许该请求,如果不匹配,它将阻止该请求。本项目概述了网络-物理电力系统FDIA的理论基础和网络电力系统FDIA辨识。
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引用次数: 0
Human Age and Gender Prediction using Machine Learning Algorithm 使用机器学习算法预测人类年龄和性别
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688503
Jayaprada Hiremath, Shantakumar B. Patil, Premjyoti S. Patil
From the past few years, much exertion has been carried out for age assessment & recognition of gender through face images. The images of Human’s faces uncover different data like gender, age, and nationality. Computer vision and pattern recognition in the discipline of computer vision represent an ideal role in human beings through automatic detection of face, recognition of gesture and face, and finding age and gender. Here through the paper describes a survey on predicting age and gender using face images. Various research has been developed on age and gender prediction using various features like face features, body pose, MRI brain images, giants, and pam. The face features can give more features for age and gender identification.
在过去的几年里,通过人脸图像进行年龄评估和性别识别已经做了很多努力。人脸图像揭示了不同的数据,如性别、年龄和国籍。计算机视觉学科中的计算机视觉和模式识别通过自动检测人脸、识别手势和人脸、发现年龄和性别,代表了人类的理想角色。本文介绍了一项利用人脸图像预测年龄和性别的研究。利用面部特征、身体姿势、MRI脑图像、巨人和pam等各种特征进行年龄和性别预测的各种研究已经开展。面部特征可以为年龄和性别识别提供更多的特征。
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引用次数: 4
Power Management and Tracking System Using Dual Axis Solar Panel-DASP 采用双轴太阳能电池板的电源管理和跟踪系统- dasp
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688334
Sunilkumar Hattaraki, P. Patil, U. Dixit
Global inhabitant’s number is rapidly growing, and thus we are worried about the electricity. Non-renewable energy sources like fossil fuels are soon being depleted and in future days they will no longer be existing. Another possible energy source which is renewable and available in huge quantity is needed. Solar radiation fits both the ideas. In today’s generation energy crisis is a huge problem. Now the only option left to meet the energy requirements is to make use of abundantly available renewable resources like wind, solar energy, etc. Most cost effective energy is solar energy because it will not only meet our energy demands but also provides cheap and clean energy. Hence, there are many technologies coming up to focus on gathering solar energy. One of such technologies is using a Double Axis Sun tracing system which traces the sunrays in both X and Y axis and gives rise to maximum power outcome in an efficient way.
全球人口数量正在迅速增长,因此我们担心电力问题。像化石燃料这样的不可再生能源很快就会枯竭,在未来的日子里,它们将不复存在。需要另一种可再生的、大量可用的能源。太阳辐射符合这两种观点。在今天的发电中,能源危机是一个巨大的问题。现在,满足能源需求的唯一选择是利用丰富的可再生资源,如风能、太阳能等。最具成本效益的能源是太阳能,因为它不仅能满足我们的能源需求,而且还提供廉价和清洁的能源。因此,有许多技术集中在收集太阳能。其中一项技术是使用双轴太阳跟踪系统,该系统在X轴和Y轴上跟踪太阳光线,并以有效的方式产生最大功率。
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引用次数: 0
Feedback Collection and Sentiment Analysis on the Product Reviews 产品评论的反馈收集与情感分析
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688552
Pramod Sunagar, Darshana A. Naik, V. Sangeetha, A. Kanavalli, S. Seema
In the recent era, technology and digitalization have completely changed the way of making business and making the decision. This has pushed the companies to transform to keep up with the intense competition. Decision-making is a vital part of all sorts of businesses. A good company is characterized by its ability to make decisions. To make the right decisions, there are several tools that a company uses. Some of the tools are related to research analysis and studies on the analysis. Research-based result analysis will play a major role in helping the company or any business organization to make decisions in favor of the company's product sales. In this paper, the proposed system is to design a Web application to collect feedback for a mobile company. Primarily sends the feedback link to various customers, and then the feedback responses are collected for further analyses. Sentiment analysis is performed using a machine learning technique, namely CART (Classification and Regression Tree). The decision making power gives the accurate result and provide valuable inputs to the companies regarding the areas where the company can improve the product.
在最近的时代,技术和数字化已经完全改变了做生意和做决定的方式。这促使这些公司进行转型,以跟上激烈的竞争。决策是各种业务的重要组成部分。一个好公司的特点是它的决策能力。为了做出正确的决策,公司使用了几种工具。其中一些工具是与研究分析和研究分析相关的。基于研究的结果分析将在帮助公司或任何商业组织做出有利于公司产品销售的决策方面发挥重要作用。本文提出的系统是为移动公司设计一个Web应用程序来收集反馈信息。首先将反馈链接发送给不同的客户,然后收集反馈响应进行进一步分析。情感分析使用机器学习技术进行,即CART(分类和回归树)。决策权提供准确的结果,并就公司可以改进产品的领域向公司提供有价值的输入。
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引用次数: 0
Vehicle Number Plate Detection and Recognition using YOLO- V3 and OCR Method 基于YOLO- V3和OCR方法的车牌检测与识别
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688407
R. Shashidhar, A. Manjunath, R. Santhosh Kumar, M. Roopa, S. Puneeth
Automatic Number Plate Recognition is one of the many information systems which is used data extraction from given vehicle image and apply the data for further usage in safe, secure and modernistic Transportation System. The Novelty of the project is that even if the image is blurred, our system can deblur the given image and apply it to the Machine Learning models further. In the proposed work, You Only Look Once [YOLO] V3 model for Region of Interest [ROI]; Convolution Neural Network [CNN] for optical character recognition was implemented. After the ROI is detected, it will be enhanced with pre-processing steps before it is fed to CNN model. Dataset of different Indian Number Plates’ Font was created, consisting of 6439 images of different alpha- numerical characters. Accuracy of 91.5 percent is obtained. The extracted and sorted characters of the number plate is cross- checked with the Indian RTO database and the information regarding which RTO the input vehicle image belongs to, is provided.
车牌自动识别系统是从给定的车辆图像中提取数据,并将其应用于安全、可靠和现代化的交通系统中,是众多信息系统中的一种。该项目的新颖之处在于,即使图像是模糊的,我们的系统也可以对给定图像进行去模糊处理,并进一步将其应用于机器学习模型。在提出的工作中,您只看一次[YOLO] V3模型的兴趣区域[ROI];实现了卷积神经网络(CNN)用于光学字符识别。在检测到ROI后,对其进行预处理步骤增强,然后将其馈送到CNN模型。建立了不同印度车牌字体的数据集,包含6439张不同的alpha-数字字符图像。准确度为91.5%。将提取和排序的车牌字符与印度RTO数据库进行交叉核对,并提供输入车辆图像所属RTO的信息。
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引用次数: 14
Circular Microstrip Patch Antenna Using Superstrate for Deep Space Application 基于上覆层的圆形微带贴片天线在深空中的应用
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688381
T. Bharath, Gondi Sai Yatin, Sowmya Y A, Sompalli Anil Sai, Annanya Parameswaran, Renuka Kajur
In this modern era of communication, technological advancement is fast-paced. The development of numerous wireless communication applications has accelerated dramatically. Antenna design has become more efficient than ever before. This paper presents a design of a circularly polarized microstrip patch antenna with a resonating frequency of 2.29 GHz and a gain of 9.68 dB. The design is sleek and miniaturized making it viable to use even in the smallest of the spaces. Optimization is performed using various gain enhancement techniques like superstrate. Return loss, VSWR, radiation pattern, gain, and other antenna parameters were computed and analyzed using the 3D CAD software HFSS 13.0.
在这个现代通信时代,技术进步是快节奏的。许多无线通信应用的发展已经大大加速。天线设计比以往任何时候都更加高效。本文设计了一种谐振频率为2.29 GHz、增益为9.68 dB的圆极化微带贴片天线。该设计是圆滑和小型化的,即使在最小的空间也可以使用。使用各种增益增强技术(如superstrata)进行优化。利用三维CAD软件HFSS 13.0对天线回波损耗、驻波比、辐射方向图、增益等参数进行了计算和分析。
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引用次数: 0
Integrated Compressive Sensing based Clustering Approach to Improve Network Lifetime in WSN 基于压缩感知的集成聚类方法提高WSN网络生存期
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688472
N. Patil, A. Parveen
Wireless Sensor Network aka WSN is utilized for various applications such as military agriculture and other commercial fields which causes a huge range of data generation; such large data causes the data redundancy and it’s difficult to analyse, hence data aggregation approach is used. A popular mechanism of data aggregation which has been used in reducing data redundancy has always been compressive sensing. Hence, this research uses the development and design of an ICCM (Integrated CS Clustering) mechanism, which is used in the incorporation of clusters and mechanism of compressive sensing for a design and an efficient WSN architecture. In ICCM, the heads of the clusters use an optimized CS mechanism in the transmission of data to the base station. Further, an approach of optimized clustering has been used for efficient clustering. A stand-alone logical link has been designed for the transmission of data. The ICCM is then evaluated, considering various parameters are considered such as consumption of energy, Communication overhead, and route length. There is also a comparative study and analysis of the existing model which suggests the ICCM outperforms the existing model with a nearly average improvisation of 45% in terms of energy consumption.
无线传感器网络(WSN)用于军事、农业和其他商业领域等各种应用,导致大量数据生成;如此庞大的数据导致数据冗余,难以分析,因此采用数据聚合方法。压缩感知是一种常用的数据聚合机制,用于减少数据冗余。因此,本研究使用ICCM (Integrated CS Clustering)机制的开发和设计,该机制用于将聚类和压缩感知机制相结合,以设计高效的WSN架构。在ICCM中,集群的头部在向基站传输数据时使用优化的CS机制。在此基础上,采用优化聚类方法实现了高效聚类。为数据传输设计了一个独立的逻辑链路。然后评估ICCM,考虑各种参数,如能源消耗、通信开销和路由长度。还有一项对现有模型的比较研究和分析表明,ICCM在能源消耗方面的平均即兴性几乎达到45%,优于现有模型。
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引用次数: 2
Monitoring of CS2 Gas with Very High Accuracy using Photonic Crystal Fiber 利用光子晶体光纤对CS2气体进行高精度监测
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688388
V. P., M. S.
This work expresses a circular center core fiber based gas sensor for noticing carbon disulphide (CS2). In this paper, the entire reenactment has finished by COMSOL software by (FEM). The rectangular center based sensor is working for observing the gases with a high affectability differentiation to strong and circular center PCF sensors. Distinctive mathematical boundaries of this plan, for example, air opening, center material, cladding material and Perfectly Matched Layer (PML) have been dramatically investigated to make the plan more compelling. This plan furnishes the overall sensitivity of 99.53% with a confinement loss of 0.002 dB/m at λ= 1.8 μm intuition of CS2. The lower compelling region based rectangular gas sensor can keep a lot of light in the center and results the best presentation. The result gives the sensor being a fitting contender for noticing CS2 gas in the climate precisely.
这项工作表达了一个圆形中心芯光纤为基础的气体传感器,以注意二硫化碳(CS2)。本文采用COMSOL软件对整个过程进行了有限元模拟。基于矩形中心的传感器适用于观察对强中心PCF传感器具有高灵敏度的气体。该平面独特的数学边界,如空气开口,中心材料,包层材料和完美匹配层(PML)进行了戏剧性的研究,使该平面更引人注目。该方案在λ= 1.8 μm时的总灵敏度为99.53%,约束损耗为0.002 dB/m。基于下压缩区域的矩形气体传感器可以使大量的光保持在中心,并获得最佳的显示效果。这一结果使该传感器成为精确监测气候中CS2气体的合适竞争者。
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引用次数: 0
Performance Measurement of Reed-Solomon Codes through AWGN Channel under Various Modulation Schemes 各种调制方案下通过AWGN信道的Reed-Solomon码的性能测量
Pub Date : 2021-12-03 DOI: 10.1109/ICMNWC52512.2021.9688477
S. Arvind, Devika S V, K. Mohanalakshmi
The main objective of this paper is to analyze the performance of Reed-Solomon Code (RS) for different digital modulation schemes over an Additive White Gaussian Noise (AWGN) channel. The simulation model provides error detection and correction using Reed-Solomon (RS) with erasure, puncture and shortening. The original message is encoded and decoded using RS code. MATLAB Simulink model is selected, as the investigation tool. Bit Error Rate(BER) Versus Signal to Noise Ration (SNR) plot results are plotted under various modulation schemes like DPSK, QAM & FSK.
本文的主要目的是分析在加性高斯白噪声(AWGN)信道上,里德-所罗门码(RS)在不同数字调制方案下的性能。仿真模型采用带有擦除、穿刺和缩短的Reed-Solomon (RS)方法进行误差检测和校正。原始消息使用RS码进行编码和解码。选用MATLAB Simulink模型,作为调研工具。在DPSK、QAM和FSK等不同的调制方案下,绘制了误码率(BER)与信噪比(SNR)的图。
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引用次数: 0
期刊
2021 IEEE International Conference on Mobile Networks and Wireless Communications (ICMNWC)
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