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2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)最新文献

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Efficient Realization of 1:2 Demultiplexer Using QCA 基于QCA的1:2解复用器的高效实现
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509660
Bhawna Sharma, A. Rani, N. Saluja, Geetanjali, Amandeep Kaur
{"title":"Efficient Realization of 1:2 Demultiplexer Using QCA","authors":"Bhawna Sharma, A. Rani, N. Saluja, Geetanjali, Amandeep Kaur","doi":"10.1109/CSNT51715.2021.9509660","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509660","url":null,"abstract":"Quantum-dot cellular automata (QCA) is one of the applicable alternatives to current CMOS because of static hazards, leakage current and smaller area requirement. Therefore, it has achieved an important place in a digital circuit. In this work, the design of an efficient 2:1 demultiplexer structure based on a 3-input majority gate is proposed. This DEMUX design outperforms the existing 2:1 DEMUX designs available in the literature in terms of effective area, cell count and delay. The proposed demultiplexer design has 0.25% less effective area, 21 number of QCA cells with the delay of 1 clock cycle.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115477535","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: 1
A comprehensive study on deep learning approach for CBIR CBIR深度学习方法的综合研究
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509633
Manjula, Sanjay Kumar
{"title":"A comprehensive study on deep learning approach for CBIR","authors":"Manjula, Sanjay Kumar","doi":"10.1109/CSNT51715.2021.9509633","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509633","url":null,"abstract":"The content analysis of multimedia is used in computer applications. The multimedia data mostly contain digital images. Over the years, the multimedia contents have become more complex. Especially the images, have shown exponential jump. Twitter, Facebook, Instagram and other different archives are flooded with more than millions of images every day. Searching for the right image from the archive is a difficult research task for the computer vision technology. Over the past two decades, there has been an increase in the research area of content-based image retrieval (CBIR), analysis and image classification using deep learning methods. The deep learning methods proved to be an alternative for manual feature engineering where hand-crafted features were created depending on visual contents like shape, color, texture and were adopted in early days. Deep learning is capable of learning the features from the data automatically. Research done in the field of CBIR has shown that, there remained a remarkable gap between the features presented and the visual perception of humans. Researchers focused on reducing this semantic gap to enhance the efficiency of CBIR. This paper shows a decade review of the recent development in CBIR using deep learning methods is done. We will do the performance analysis using the state-of- the-art methods. It will help in future development and research growth in deep learning image retrieval systems.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128924083","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: 2
Energy-Efficient Design of RAM and Its Implementation on FPGA RAM节能设计及其在FPGA上的实现
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509600
B. Pandey, Amrit Ratnakar, D. Joshi, A. Gupta
{"title":"Energy-Efficient Design of RAM and Its Implementation on FPGA","authors":"B. Pandey, Amrit Ratnakar, D. Joshi, A. Gupta","doi":"10.1109/CSNT51715.2021.9509600","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509600","url":null,"abstract":"There are many systems which use RAM as its primary memory for example spacecraft, our home computer etc. Energy efficient RAM is even more important in outer space exploration as the power source is very limited and the environmental condition is extreme. Energy efficiency is not only based on the architecture of the system but also on the environmental condition. For that reason, low power RAM will increase the performance of the system even in extreme conditions. In this project, we are advancing towards a design of RAM that will consume less power even in extreme conditions. Four contemporary FPGAs are used for implementation of our RAM design and we find the least power consumer among these four FPGAs architectures. We find a 20.24% reduction in power consumption at 5pF, when we migrate our RAM design from Kintex-7 architecture to Artix-7 Architecture. The results are gathered by using Xilinx Vivado 19.1 tool with VERILOG hardware description language.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"304 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128743607","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: 1
Comparative Analysis of Research Status of Mobile Learning at China and Abroad 移动学习的国内外研究现状比较分析
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509686
Songbin Bao, Yujie Zheng, F. Meng
{"title":"Comparative Analysis of Research Status of Mobile Learning at China and Abroad","authors":"Songbin Bao, Yujie Zheng, F. Meng","doi":"10.1109/CSNT51715.2021.9509686","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509686","url":null,"abstract":"Mobile learning, as a new form of distance education, is an important part of informal learning. With less time and space constraints and strong support for lifelong autonomous ubiquitous learning, it has gained remarkable development in the last decade. The related research not only proves that it has the same learning effectiveness as the traditional learning method, but also obtains many research results in the aspects of its theory and technology innovation. In order to understand the research status of mobile learning in the world, so as to enable the follow-up research to be targeted, this paper uses the bibliographic method to analyze 1497 papers collected from Web of Science and published in the past 10 years with the title of \"mobile learning\". On this basis, the research status between China and abroad is compared; the existing problems are pointed; the future development trend is prospected and reasonable suggestions are put forward.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127605541","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: 1
Performance Analysis of Online Shopping For Customer Satisfaction Using PLS-SEM 基于PLS-SEM的网上购物顾客满意度绩效分析
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509648
S. Chauhan, Richa Banerjee, Mohit Mittal, Hardeep Singh
{"title":"Performance Analysis of Online Shopping For Customer Satisfaction Using PLS-SEM","authors":"S. Chauhan, Richa Banerjee, Mohit Mittal, Hardeep Singh","doi":"10.1109/CSNT51715.2021.9509648","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509648","url":null,"abstract":"Advancement in technology from past few years provide a dyanmic platform to various customers and companies interact virtually. To ease the shopping, various sites are available to buy accessories online such as cloths, electronics, etc. Customer satisfaction is a challenge.So, to consider positive aspect to enhance the business based on companies point-of-view on the other hand ease of availability and satisfaction are main parameters according to users point-of-view. For this, a model is proposed with various hypothesis to find the level of consumer’s satisfaction. The major inputs are hedonic shopping value, website quality and utilitarian shopping value to the proposed model. The model is test with statistical tool such as PLS-SEM 3.3 version. PLS-SEM is efficiently work to solve complex problems. The simulation shows notable results.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129984656","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
FPGA Implementation of Power Efficient Floating Point Fused Multiply-Add Unit 节能浮点融合乘加单元的FPGA实现
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509678
K. Mounika, P. V. Ramana
{"title":"FPGA Implementation of Power Efficient Floating Point Fused Multiply-Add Unit","authors":"K. Mounika, P. V. Ramana","doi":"10.1109/CSNT51715.2021.9509678","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509678","url":null,"abstract":"This paper deals with on-chip power reduction and area efficient fused floating point multiply-add unit, which is aimed to be used for 2D/3D graphics and scientific etc. applications. Floating point plays a vital role in Digital Signal Processor. On implementing fused floating point multiply-add, the total on-chip power between synthesis and implementation is reduced. By using fused floating point speed of the execution will be very fast. These designs are simulated and synthesized with VIVADO IP 2020.2. It achieves best on-chip power and less area. Synthesised results are encouraging.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124731587","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
Polarization Controlled Ultrathin Quad Band Microwave Absorber for X and C-Bands X和c波段偏振控制超薄四波段微波吸收器
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509705
G. Chaitanya, Abhay Suroliya, Jitendra Neema, Ankit Chandachoriya
{"title":"Polarization Controlled Ultrathin Quad Band Microwave Absorber for X and C-Bands","authors":"G. Chaitanya, Abhay Suroliya, Jitendra Neema, Ankit Chandachoriya","doi":"10.1109/CSNT51715.2021.9509705","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509705","url":null,"abstract":"A polarization-controlled ultrathin quad-band metamaterial absorber has been proposed in this paper for X and C-Band applications. The given absorber consists of circular resonators and circular ring resonators at each corner, a rectangular resonator at the edges, an annular ring resonator and a star-shaped resonator at middle of the novel geometry. The resonators are mounted over an FR4 dielectric substrate having a thickness of 0.6mm completely backed with copper of thickness 0.035mm. The novel geometry shows peak absorption of 98.96%, 98.61%, 95.21%, and 99.81% at the frequencies of 6.3GHz, 8.3GHz, 10.2GHz, and 11.1GHz respectively. The unit cell geometry has full-width half maxima (FWHM) for the center frequencies of 230 MHz (6.41-6.18 GHz), 300 MHz (8.46-8.16 GHz), 330 MHz (10.39-10.06 GHz), and 490 MHz (11.39 - 10.9 GHz) for the four absorption peaks. The four-fold symmetry of the structure ensures the polarization-controlled behavior. The surface current distribution is also carried out for both the upper most and lower most surfaces of the presented geometry. The geometry is also examined for both transverse-magnetic (TM) and transverse-electric (TE) polarization mode plotting 45° of angle of incident.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121106131","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
Analysis of SDN based IIoT networks Targeting Automation Processes in Smart Factory Environments 基于SDN的面向智能工厂环境自动化流程的IIoT网络分析
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509726
Likhitha Emmadi, R. Varaprasad, H. Venkataraman
{"title":"Analysis of SDN based IIoT networks Targeting Automation Processes in Smart Factory Environments","authors":"Likhitha Emmadi, R. Varaprasad, H. Venkataraman","doi":"10.1109/CSNT51715.2021.9509726","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509726","url":null,"abstract":"Communication and networking infrastructure is the backbone to Automation systems in the Industry 4.0. Performance improvements of IIoT networks using Software Defined Networking (SDN) can be analysed observing QoS metrics like Reliability, delay etc to make autonomous processes resilient. An example floor plan of the manufacturing industry with machines, sensors, actuators, equipment etc. connected to a wired/wireless networks is simulated in the mininet platform. Simulations are performed with respect to different network topologies, traffic patterns, node density etc. It is observed from the results that suggestions can be given to improve the network performance to dynamically adapt to optimal topology/traffic pattern for an existing or to be commissioned factory network. It is observed from the results of this work that the impact of the different topologies will affect the delay significantly and analysis of this work gives an insight of effects of topology, node density, no of hops, link breakages etc on IIoT networks. The SDN mesh topology showed an increased delay of 26% compared to the tree topology and industries may implement mesh topology if reliability is critical for the processes at the trade-off of increased delay.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116343010","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: 3
Heart Stroke Risk Analysis: A Deep Learning Approach 心脏病风险分析:一种深度学习方法
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509665
Neeraj Sharma, M. Mishra, Jasroop Singh Chadha, P. Lalwani
{"title":"Heart Stroke Risk Analysis: A Deep Learning Approach","authors":"Neeraj Sharma, M. Mishra, Jasroop Singh Chadha, P. Lalwani","doi":"10.1109/CSNT51715.2021.9509665","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509665","url":null,"abstract":"Heart Stroke is one of the severe health hazards; therefore, early heart stroke prediction helps the society to save human lives. This objective can be achieved using the machine learning techniques. In this research article, machine learning models are applied on well known heart stroke classification data-set. In addition, effect of pre-processing the data has also been summarized. In the experimental analysis, machine learning models and ANN with standard feature selection technique are tested on data-set, framingham and the obtained results are evaluated using the confusion metrics includes recall, F1-score, precision and accuracy. From the obtained results, it is observed that ANN performed the best on the pre-processed data, giving the highest accuracy of 87.95 % and F1-Score of 91.47%.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"169 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127130724","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: 3
COVID-19 Tweet Analysis using Hybrid Keyword Extraction Approach 使用混合关键字提取方法分析COVID-19推文
2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT) Pub Date : 2021-06-18 DOI: 10.1109/CSNT51715.2021.9509636
Sakshi Vatsa, S. Mathur, Mansi Garg, Rajni Jindal
{"title":"COVID-19 Tweet Analysis using Hybrid Keyword Extraction Approach","authors":"Sakshi Vatsa, S. Mathur, Mansi Garg, Rajni Jindal","doi":"10.1109/CSNT51715.2021.9509636","DOIUrl":"https://doi.org/10.1109/CSNT51715.2021.9509636","url":null,"abstract":"Aim of this paper is to identify the key issues discussed among the people on Twitter using machine learning and NLP techniques regarding COVID-19. One of the most important way to produce these insights is Automatic Keyword Extraction. It is a method to obtain the most important words from the text by summarizing thus providing an insight into the whole context. Text Summarization is the process to condense the content without the loss of significant data. This paper applies a hybrid model of graph-based and topic modeling approaches to extract keywords from a large dataset of approximately 1 million tweets.","PeriodicalId":122176,"journal":{"name":"2021 10th IEEE International Conference on Communication Systems and Network Technologies (CSNT)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125230246","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
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