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Modelling and Mining Brain Network Data for Diagnosis of Neurodegenerative Diseases 神经退行性疾病诊断的脑网络数据建模和挖掘
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198380
B. Madhushree, N. D. Gangadhar, K. S. Prafulla Kumari
{"title":"Modelling and Mining Brain Network Data for Diagnosis of Neurodegenerative Diseases","authors":"B. Madhushree, N. D. Gangadhar, K. S. Prafulla Kumari","doi":"10.1109/CONECCT50063.2020.9198380","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198380","url":null,"abstract":"Connectomes are brain networks represented as a graph with the vertices being the regions of the brain and weighted edges representing strength of connections between the regions inferred from brain imaging techniques such a Functional MRI (fMRI). An intense research activity is to use the connectomes to identify markers for brain disorders, especially neuro-degenerative diseases such as Autism Spectrum Disorder (ASD) by studying the differences in the connectomes of healthy subjects and patients. This paper presents a novel data model for the connectome data and analyzes its efficacy in the classification of ASD and Typically Developing (TD) (healthy) connectomes. The proposed data modelling begins by clustering the vertices (brain regions) using the Graph Spectral Clustering into fixed number of clusters, the number of clusters chosen as four based on the empirical evidence. The resulting clustering is used to map the vertices into a binary matrix which is then converted into a binary row vector to form a vector space model of the connectome data that is employed to classify the connectome data. The developed model is first validated using Human Connectome Protocol (HCP) FMRI derived connectome data of 812 healthy patents. Binary data models of the UCLA Autism dataset with fMRI and DTI scans of 42 ASD and 37 TD subjects are generated and employed for their classification. Different classification algorithms are trained, tested and their performance evaluated using the resulting dataset. Cross Validation (CV) estimates identified the best performance (83% recall and 83% precision) for DTI data and (73% recall and 89% precision) for the fMRI data achieved using Logistic Regression.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129670677","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
Smart Shoe 聪明的鞋
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198498
Sujit S Pai, J. Shridhar, D. S. Raksha, Rohit Dattatraya Hegde, V. Ashwini
{"title":"Smart Shoe","authors":"Sujit S Pai, J. Shridhar, D. S. Raksha, Rohit Dattatraya Hegde, V. Ashwini","doi":"10.1109/CONECCT50063.2020.9198498","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198498","url":null,"abstract":"Many people who have an improper gait pattern, when engaged in rigorous running, jumping, climbing steps etc. develop a strain over plantar areas and the heels of the foot that may worsen over age, due to the impact made by the foot on the ground. As most gait analyses systems are often bulky and cost prohibitive in usage, the paper focuses on developing a prototype of Smart Shoe a device easy to use for the detecting improper gaits in real-time. Foot position during swing and stance phase is monitored by two accelerometers and the pressure points are monitored by the five pressure sensors embedded in the shoe. The observation in 5 normal subjects, made to walk on a treadmill, wearing the prototype, and the walking pattern data recorded and an interpretation done under the guidance of a physiotherapist, has been discussed. The data recorded is in graphical form for efficient analysis shows individual’s walking pattern, swing of foot and load/impact on different parts of the foot, as the subject walks.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126787454","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
Metamaterial Absorber based on Minkowski Fractal Patch for Stealth Applications 基于Minkowski分形贴片的超材料吸波器隐身应用
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198389
A. Dileep, P. Abhilash, Vineetha Joy, Hema Singh, R. U. Nair
{"title":"Metamaterial Absorber based on Minkowski Fractal Patch for Stealth Applications","authors":"A. Dileep, P. Abhilash, Vineetha Joy, Hema Singh, R. U. Nair","doi":"10.1109/CONECCT50063.2020.9198389","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198389","url":null,"abstract":"Radar absorbing structures (RAS) have gained significant importance in aerospace domain with the advent of stealth technology. However, it is still a challenging task to achieve high levels of power absorption over a broad range of frequencies with minimum thickness. Advanced electromagnetic techniques like application of frequency selective surfaces (FSS) are attractive options for obtaining superior absorption characteristics at reduced thickness. However, FSS-based absorbers using patches as unit cell are usually narrowband due to resonance conditions. In this regard, the present paper proposes a novel metamaterial absorber based on Minkowski fractal patch configuration for X-band applications. Several unit cells with dimensions optimized for resonance at closely spaced frequencies have been used in a single absorber. The full wave simulation results clearly illustrate the broadening of bandwidth accomplished using dimensionally different fractals arranged appropriately on the absorber.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121221062","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
Design of Circularly Polarized IRNSS Receiver Antenna using Characteristic Mode Analysis 基于特征模态分析的圆极化IRNSS接收机天线设计
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198683
Nitin Kumar Suyan, Fateh Lal Lohar, Chandresh Dhote, Yogesh Solunke
{"title":"Design of Circularly Polarized IRNSS Receiver Antenna using Characteristic Mode Analysis","authors":"Nitin Kumar Suyan, Fateh Lal Lohar, Chandresh Dhote, Yogesh Solunke","doi":"10.1109/CONECCT50063.2020.9198683","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198683","url":null,"abstract":"In this research paper, a circularly polarized IRNSS (Indian Regional Navigation Satellite System) receiver antenna is presented using characteristic mode analysis (CMA). The proposed antenna has been designed for S-band application (2483.50- 2500.00 MHz) with 16.5 MHz bandwidth for IRNSS receiver application. CMA technique has been used to determine the optimum feed location on antenna to obtain circular polarization (CP) for excitation of two orthogonal modes (TM10 and TM01) with equal in amplitude and 90° out of phase. The proposed antenna uses probe feed configuration and design using dielectric laminates FR4 (dielectric constant is 4.3 and loss tangent is 0.025). The axial ratio bandwidth (< 3 dB) of the proposed antenna is obtained from (2431.4 to 2562 MHz). The aim of this antenna to improve the technology of designing of antenna so as small in size miniaturization, less complex, better-improved parameters, rejection and easy to designing and integration with circuits.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116510064","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
Single Stage PFC Flyback AC-DC Converter Design 单级PFC反激式AC-DC变换器设计
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198408
Kali Naraharisetti, Janamejaya Channegowda
{"title":"Single Stage PFC Flyback AC-DC Converter Design","authors":"Kali Naraharisetti, Janamejaya Channegowda","doi":"10.1109/CONECCT50063.2020.9198408","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198408","url":null,"abstract":"This paper discusses a 100 W single stage Power Factor Correction (PFC) flyback converter operating in boundary mode constant ON time methodology using a synchronous MOS-FET rectifier on the secondary side to achieve higher efficiency. Unlike conventional designs which use two stage approach such as PFC plus a LLC resonant stage or a two stage PFC plus flyback, the proposed design integrates the PFC and constant voltage regulation in a single stage without compromising the efficiency of the converter. The proposed design is advantageous as it has a lower component count. A design of 100 W flyback operating from universal input AC line voltage is demonstrated in this paper. The experimental results show that the power factor (PF) is greater than 0.92 and total harmonic distortion (iTHD) is less than 20% for a load varying from 25 % to 100 %. The experimental results show the advantages of a single stage design.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114718916","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
Operation of Solar PV with PEM Fuel Cell for Remote Hybrid Microgrid PEM燃料电池在远程混合微电网中的运行
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198686
Nidhay C. Khadepaun, Nidhi Shah, Hiren Sidhpuria
{"title":"Operation of Solar PV with PEM Fuel Cell for Remote Hybrid Microgrid","authors":"Nidhay C. Khadepaun, Nidhi Shah, Hiren Sidhpuria","doi":"10.1109/CONECCT50063.2020.9198686","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198686","url":null,"abstract":"The hybrid microgrid gives the platform to use different renewable energy sources productively. This paper shows the hybrid operation of Solar PV and proton exchange membrane(PEM) fuel cell to supply remote hybrid microgrid. The hybrid microgrid can work as smart grid by using intelligent power management control for controlling numbers of small renewable energy sources with fuel storage. The stored hydrogen can be used with hydrogen based electric vehicles. This hybrid microgrid consists of two different grids; AC and DC. The highly efficient PEM-FC and Solar PV falls under green energy sources with almost nonhazardous towards environment with life of almost 15-20 years. The fuzzy logic is used to control flow rate of hydrogen and oxygen to PEM-FC likewise, the two converter are use which are DC-DC and DC-AC. The perturb and observe MPPT technique is used with Solar PV and boost converter is used with PEM-FC. The DC-DC forward converter is used to supply DC grid which is 120V and IGBT based 6 pulse inverter used to supply in AC grid which is 3-Phase VRMS 208V, 60Hz. The proposed model is simulate using MATLAB SIMULINK software.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126300811","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
Impact of Artificial Lights in Cultivation & Generate Electricity Besides Agriculture: Feasibility & Constraints Analysis in Bangladesh 人工照明对农业以外的种植和发电的影响:孟加拉国的可行性和制约因素分析
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198365
Naeem Pasha, Moynul Hasan Akash
{"title":"Impact of Artificial Lights in Cultivation & Generate Electricity Besides Agriculture: Feasibility & Constraints Analysis in Bangladesh","authors":"Naeem Pasha, Moynul Hasan Akash","doi":"10.1109/CONECCT50063.2020.9198365","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198365","url":null,"abstract":"Among all the renewable energy sources (RES) solar energy is eco-friendly and available everywhere. The limitation of empty land has become difficult to implement a mega solar power plant for many countries. Such as Bangladesh, where maximum lands are used for agriculture purposes. In this paper, we have designed a project where LED light's are used in addition to sunlight. To generate electric power we have also designed a solar panel where we have integrated few mini solar modules on transparent glass plates to enable both agricultural and power generation. Using strings, we can install it on agricultural land. A battery bank is used to store electrical energy generated from solar panels. The fuzzy logic controller (FLC) is used to control the whole system.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128044618","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
Outage Performance of Cooperative NOMA System in Log-Normal Fading Channels 对数正态衰落信道下协同NOMA系统的中断性能
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198393
R. Kurup, S. Mahin, Mahanti Sandhyana, Radhul Dev M, V. Priyanka, A. Babu
{"title":"Outage Performance of Cooperative NOMA System in Log-Normal Fading Channels","authors":"R. Kurup, S. Mahin, Mahanti Sandhyana, Radhul Dev M, V. Priyanka, A. Babu","doi":"10.1109/CONECCT50063.2020.9198393","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198393","url":null,"abstract":"This paper considers a cooperative non-orthogonal multiple access, i.e., C-NOMA system consisting of a base station (BS), and two downlink users, i.e., a near user and a far user. We derive analytical expression for the outage probabilities experienced by both the users and the system outage probability of the C-NOMA network in log-normal fading channels. We perform extensive analytical and simulation studies to determine the impact of various parameters on the outage performance. We determine numerical values for the power allocation coefficient at the BS that leads to equal outage probabilities for the users. Further, we determine numerical values for the power allocation coefficient at the BS that ensures system outage minimization and validate results using particle swam optimization method.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128057844","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
Ingredient/Recipe Algorithm using Web Mining and Web Scraping for Smart Chef 配料/配方算法使用Web挖掘和Web抓取智能厨师
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198450
S. Chaudhari, R. Aparna, Vinay G Tekkur, G. L. Pavan, Shreekanth R Karki
{"title":"Ingredient/Recipe Algorithm using Web Mining and Web Scraping for Smart Chef","authors":"S. Chaudhari, R. Aparna, Vinay G Tekkur, G. L. Pavan, Shreekanth R Karki","doi":"10.1109/CONECCT50063.2020.9198450","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198450","url":null,"abstract":"Due to busy lifestyle and irregular food habits, many of us have to eat diet food according to ingredients parameters. It is difficult to ask chef to make variety of recipes as per the diet plan. Many recipes exist on number of recipe websites, tempting the chef to prepare in their kitchen without knowing the diet ingredient proportion and side effects. In addition, listing all recipes containing a specific ingredient is still not an easy job. This paper proposes an algorithm for extracting all the recipes' details using web scraping and searching recipes containing intended ingredient using python and MongoDB. Web scraping retrieves the contents of a web page using python scrappy library and form database of them in the MongoDB format. This database is used for further research on smart chef application for healthy diet dishes in various varieties. A web and mobile app is developed for smart chef to maintain healthy life with variety of dishes.","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125613682","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: 11
Characteristic Analysis of Silicon Nanowire Tunnel Field Effect Transistor (NW-TFET) 硅纳米线隧道场效应晶体管(NW-TFET)特性分析
2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Pub Date : 2020-07-01 DOI: 10.1109/CONECCT50063.2020.9198578
P. Vimala, S. S, Likith Krishna L, Manjunath Bassapuri, Thiruveedi Manikanta
{"title":"Characteristic Analysis of Silicon Nanowire Tunnel Field Effect Transistor (NW-TFET)","authors":"P. Vimala, S. S, Likith Krishna L, Manjunath Bassapuri, Thiruveedi Manikanta","doi":"10.1109/CONECCT50063.2020.9198578","DOIUrl":"https://doi.org/10.1109/CONECCT50063.2020.9198578","url":null,"abstract":"This paper describes the design structure of the nanowire tunnel field effect transistor (NW-TFET). The device simulation carried on nanohub device simulation tool. The parameters such as energy gap and drain current are analyzed for different values of drain voltage, channel length and channel thickness furthermore the drain current analysis are done for various dielectric values and observed that dielectric values are not having impact with NW-TFET","PeriodicalId":261794,"journal":{"name":"2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129997042","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: 6
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