2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)最新文献_第7页

Weighting and Classification of Image Features using Optimization Algorithms 基于优化算法的图像特征加权与分类

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742479

Ş. Öztürk, U. Özkaya, B. Akdemir, L. Seyfi

{"title":"Weighting and Classification of Image Features using Optimization Algorithms","authors":"Ş. Öztürk, U. Özkaya, B. Akdemir, L. Seyfi","doi":"10.1109/ISFEE.2018.8742479","DOIUrl":"https://doi.org/10.1109/ISFEE.2018.8742479","url":null,"abstract":"In this study, importance ratios of features extracted from images using feature extraction algorithms are examined. A significance coefficient is determined for each feature parameter. The number of features is reduced according to the weight of the importance calculated for each feature. The classification success is examined for each case. Firstly, six feature extraction algorithms are used for this purpose. The classification success of all these feature extraction algorithms has been examined separately. Then, all properties are combined to form a single property matrix. The obtained property matrix is reduced by using principal component analysis and relieff methods. New feature matrices provide increased classification performance. However, it is inefficient to classify a high number of properties in real-time applications. To overcome this problem, the effect of classifying each parameter in the property matrix is examined and the insignificant properties are discarded. The proposed method is tested using histopathological images. Histopathological images are divided into 4 separate classes. The proposed method reduces the raw feature matrix by 50% with 97.2% classification success.","PeriodicalId":253583,"journal":{"name":"2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127447468","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

Healthcare System Based on the Smart Monitoring Bracelets and Sentiment Analysis 基于智能监测手环和情感分析的医疗保健系统

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742428

Iuliana Marin, N. Goga

引用次数: 1

Simulation and Design of Thin-Film Thermoelectric Generators 薄膜热电发电机的仿真与设计

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742452

A. Korotkov, V. Loboda

引用次数: 4

Clustering Electrical Retinal Responses Based on Averaged Peri-stimulus Time Histograms 基于平均刺激前后时间直方图的视网膜电反应聚类

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742413

M. Çelik, A. Jalligampala, D. Rathbun

{"title":"Clustering Electrical Retinal Responses Based on Averaged Peri-stimulus Time Histograms","authors":"M. Çelik, A. Jalligampala, D. Rathbun","doi":"10.1109/ISFEE.2018.8742413","DOIUrl":"https://doi.org/10.1109/ISFEE.2018.8742413","url":null,"abstract":"Visual information is delivered to retinal ganglion cells (RGCs) by the retinal circuit and then transmitted from RGCs to the brain. Among these RGCs, there are over 30 different types and each type carries specialized information about the visual world. The question of whether and how RGCs also show different types of responses to electrical stimulation has been much debated for a long time. This work aims to classify RGC responses to pulsed electrical stimulation based on the peri-stimulus time histogram (PSTH). Both hard and soft partitioning methods were used to perform unsupervised clustering. The results of the clustering algorithms were evaluated using cluster validity indices with no prior information. The result was that the k-means as a hard partitioning method provided about 17 clusters, while the fuzzy Gustafson Kessel algorithm gave about 25 clusters. After manual inspection, it was concluded that the clusters are both diverse and specific enough to likely correlate to known RGC types. Therefore, performing clustering based on the electrical pulse-elicited PSTH could be a powerful tool and can contribute in differentiating RGCs and stimulating them selectively.","PeriodicalId":253583,"journal":{"name":"2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130160824","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 32-bit RISC-V Processor with Web-Based Assembler-Disassembler 基于web的32位RISC-V处理器的FPGA实现

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742406

Etki Gür, Zekiye Eda Sataner, Yusuf H. Durkaya, S. Bayar

引用次数: 5

Influence of the Air Gap of Hybrid Systems with Magnetic Flux Modulation 磁通调制对混合系统气隙的影响

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742445

I. Yatchev, I. Balabozov, K. Hinov, I. Hadzhiev

引用次数: 1

Velocity and position assessment for robotic arms 机械臂的速度和位置评估

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742429

A. Costea, P. Schiopu, M. Vlădescu

{"title":"Velocity and position assessment for robotic arms","authors":"A. Costea, P. Schiopu, M. Vlădescu","doi":"10.1109/ISFEE.2018.8742429","DOIUrl":"https://doi.org/10.1109/ISFEE.2018.8742429","url":null,"abstract":"With the widespread introduction into almost all industries of flexible lines, robotic arms, robots, new problems have emerged that have to be solved [1].There are in operation right now, perfectly functional and fully equipped, 100% robotized production units without any human operator. In some cases, even operations of maintenance and service are done by robots [1].An important aspect of this change in the good way of this evolution is the assurance of work safety for human operators involved in industrial activities that involve good and secure cooperation with flexible units, robotic arms, robots [2], [1].We can work with examples from many industries, such as the medical industry - Da Vinci Surgical System, microelectronics, nanotechnologies, but perhaps the most well-known is the automotive industry [2].We can give examples belonging of this industry, where robots maneuver much more easily, accurately and efficiently, otherwise difficult to handle automotive components - heavy, such as chassis, car body elements, entire car body and other such items, all out of the possibilities of a human operator.In these intersection situations between flexible units, robotic arms, robots, and human operators, it is obviously necessary to ensure labor protection measures, to incorporate several safe guards to protect human operators against any possible accidents - especialy agains possible collision situations [3], [2].At the same time, the software architectures that manages these flexible units, robotic arms, robots, have kept pace with the systems evolution and have made these systems more trustworthy, reliable and to be manage with more ease [3].","PeriodicalId":253583,"journal":{"name":"2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127133795","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

Using Real-Time Spectrum Analyzer for EMC Near-Field Measurements and EMC Education 利用实时频谱分析仪进行电磁兼容近场测量和电磁兼容教育

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742488

Olli Vaananen

引用次数: 0

An Adaptive Control Strategy for Permanent Magnet Synchronous Machines 永磁同步电机的自适应控制策略

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742453

Razvan Mocanu, A. Onea

引用次数: 3

Estimation of the Damaged Zone Width due to Mechanical Cutting on High Quality Non-Oriented Steels 高质量非取向钢机械切削损伤区宽度的估计

2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE) Pub Date : 2018-11-01 DOI: 10.1109/ISFEE.2018.8742446

Veronica Manescu (Paltanea), G. Păltânea, H. Gavrilă, I. Nemoianu

{"title":"Estimation of the Damaged Zone Width due to Mechanical Cutting on High Quality Non-Oriented Steels","authors":"Veronica Manescu (Paltanea), G. Păltânea, H. Gavrilă, I. Nemoianu","doi":"10.1109/ISFEE.2018.8742446","DOIUrl":"https://doi.org/10.1109/ISFEE.2018.8742446","url":null,"abstract":"In electrical machine production, the mechanical cutting procedure induces plastic deformation and mechanical stresses, which are directly linked to the magnetic properties’ degradation. In spite that the non-oriented electrical steel has a small magnetocrystalline anisotropy, the influence of the easy and hard magnetization axes on the magnetic permeability and energy losses is important. In this study we present a mathematical model, used for the damaged zone width estimation that results from the mechanical punching procedure. Through this technological cutting method NO20 non-oriented electrical steel strips of 300 mm × 30 mm were prepared, being cut parallel (RD) and normal (TD) to the rolling direction. The Epstein standard sample 30 mm in width was reconstructed, by putting together strips having their width in an interval between 5 mm and 30 mm. These samples were assessed utilizing a laboratory Single Strip Tester (SST) for frequency ranging from 3 Hz to 400 Hz, at Jp = 1 T (peak magnetic polarization value). Using the statistical theory of losses (STL) total energy losses were decomposed into hysteresis, classical and excess losses, and their variation was investigated as a dependence of the strip width.","PeriodicalId":253583,"journal":{"name":"2018 International Symposium on Fundamentals of Electrical Engineering (ISFEE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131934586","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