2019 5th International Conference on Advances in Electrical Engineering (ICAEE)最新文献_第10页

DenseNet Based Speech Imagery EEG Signal Classification using Gramian Angular Field 基于DenseNet的语素角场语音图像脑电信号分类

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975572

M. Islam, Md. Maruf Hossain Shuvo

{"title":"DenseNet Based Speech Imagery EEG Signal Classification using Gramian Angular Field","authors":"M. Islam, Md. Maruf Hossain Shuvo","doi":"10.1109/ICAEE48663.2019.8975572","DOIUrl":"https://doi.org/10.1109/ICAEE48663.2019.8975572","url":null,"abstract":"One of the most challenging tasks in the Brain-Computer Interface (BCI) system is to classify the speech imagery electroencephalography (EEG) signals. In this work, we addressed the existing low classification accuracy problem with deep learning and improved beta band selection method. When the subject imagines, uttering a word rather saying it directly, there are changes in electrical stimulation in the brain. These electrical stimulations of the brain are recorded using EEG signal recording device. The recorded EEG data is then processed using the Dual-Tree Complex Wavelet Transform (DTCWT) for beta band selection which is responsible for activity related to imagery. To take advantage of Deep Convolutional Neural Networks (DCNN), we converted the time series EEG data into images. We generated images using two versions of Gramian Angular Field (GAF): Gramian Summation Angular Filed (GASF) and Gramian Difference Angular Field (GADF). Then these images were fed to DenseNet for image classification. DenseNet is an improved version of DCNN that minimizes the vanishing gradient problem. Between two different image generation techniques, GADF has the best average classification accuracy rate of 90.68 %. The dataset used in this study named ‘The KARA ONE Database’ is collected from Computational Linguistics Lab, University of Toronto, Canada.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132709649","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: 16

Safety Assistant And Harassment Prevention For Women 妇女安全助理和骚扰预防

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/icaee48663.2019.8975648

Md. Raseduzzaman Ruman, Joybrota Kumar Badhon, Saikat Saha

{"title":"Safety Assistant And Harassment Prevention For Women","authors":"Md. Raseduzzaman Ruman, Joybrota Kumar Badhon, Saikat Saha","doi":"10.1109/icaee48663.2019.8975648","DOIUrl":"https://doi.org/10.1109/icaee48663.2019.8975648","url":null,"abstract":"Nowadays we have seen many women, young girls and mothers disappearing and facing physical and sexual harassment from public places, streets and public transport. Many cases are being filed on a regular basis on issues such as kidnapping, harassments or assaults and these crimes are increasing day by day. In order to stop these crimes, we designed an embedded system for women safety based on Arduino and GSM module with GPS to send an emergency message with location and generate an alarm. This system sends a message to the police control room, family and friends. It’s also track the location to ensure safety for women. This also comes with an additional feature consisting of a shock generator for self-defense of women in an intense situation. When the victim will be in danger, it also generate an emergency call which will be activated by the victim. This wireless device is convenient and can be activated by the victim on being harassed just by the click of a push button. The performance of this device showed an overall accuracy of 92.6%. The main purpose is to ensure public safety in the emergency situation.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"22 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133003491","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: 13

A Unified Analysis of Proposed Wavelet Transform Domain LMS-algorithm for ARMA Process ARMA过程小波变换域lms算法的统一分析

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975625

Suryaia Rahman, M. Rashid, M. Z. Alam

{"title":"A Unified Analysis of Proposed Wavelet Transform Domain LMS-algorithm for ARMA Process","authors":"Suryaia Rahman, M. Rashid, M. Z. Alam","doi":"10.1109/ICAEE48663.2019.8975625","DOIUrl":"https://doi.org/10.1109/ICAEE48663.2019.8975625","url":null,"abstract":"A unified analysis of Wavelet Transform (WT) domain Least Mean Square (LMS) adaptive filter is presented in this work for highly correlated Autoregressive-Moving-Average (ARMA) input process. It is well known that the Unitary transform (UT) domain LMS (UT-LMS) adaptive filter for Autoregressive (AR) process with power normalization improves the filter performance, where DCT provides best performance among them. In this work, we apply the UT-LMS algorithm for time-varying ARMA process, and the analytical result shows that the lower decorrelation property of UT degrades the LMS performance. As a result, Unitary transform is not applicable for LMS as a transform algorithm for ARMA process, and this outcome has not been explored in early published work. In this paper, we propose Discrete Wavelet domain LMS (DWT-LMS) for ARMA process to enhance the basic performances of LMS such as misadjustment, convergence, and tracking properties, and the theoretical and simulation result of this work show that DWT-LMS provides better performance than that of DCT-LMS for 1st and $2^{mathrm{n}mathrm{d}}$ order AR, Moving-average (MA), and ARMA process. This paper concludes with the MATLAB simulation for the proposed method with various inputs for demonstrating the validity of the derived mathematical algorithm.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122211155","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

A Location Aware Communication Mode Selection Mechanism for M2M Communications over Cellular Networks 蜂窝网络上M2M通信的位置感知通信模式选择机制

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975497

Sree Krishna Das, Md. Farhad Hossain

引用次数: 3

Design and Performance Studies of a MIMO Antenna With Circular Polarization Diversity for 5G Applications 面向5G应用的圆极化分集MIMO天线设计与性能研究

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/icaee48663.2019.8975509

Swarup Chakraborty, Muhammad Asad Rahman, M. Hossain, A. Mobashsher, E. Nishiyama, I. Toyoda

{"title":"Design and Performance Studies of a MIMO Antenna With Circular Polarization Diversity for 5G Applications","authors":"Swarup Chakraborty, Muhammad Asad Rahman, M. Hossain, A. Mobashsher, E. Nishiyama, I. Toyoda","doi":"10.1109/icaee48663.2019.8975509","DOIUrl":"https://doi.org/10.1109/icaee48663.2019.8975509","url":null,"abstract":"An innovative 2-element multiple input multiple output (MIMO) antenna with the circular polarization (CP) diversity is proposed in this paper with an intention to use in the sub−6 GHz spectrum (3.6–3.8 GHz) for 5G wireless applications. A microstrip line fed slot antenna is working as a single element for the MIMO arrangement. An elliptical shaped slot and the unequal feed lines mechanism are used to sense CP for every element. For CP diversity, mirror operation between the antenna elements is performed. A rectangular slot line in the ground plane is inserted to realize better isolation between the antenna elements. The MIMO antenna provides good isolation < -25 dB between the antenna elements in 5G operating frequency band of 3.6-3.8 GHz. Considering 5 dBic gain as well as axial ratio (AR) less than 0.5 dB, this antenna shows promising CP radiation pattern. Moreover, result of envelope correlation coefficient (ECC) (< 0.002) and channel capacity loss (CCL) less than 0.3 b/sec/Hz make it suitable for fifth generation wireless applications.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124002294","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

Weight-based Bandwidth Allocation Algorithm for Improving the QoSs of Multi-OLT PON in Downstream Direction 改进多olt PON下行qos的基于权重的带宽分配算法

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/icaee48663.2019.8975683

Md. Saklain Mustak, M. Hossen, Shuvashis Saha

引用次数: 1

A New 36-Pulse Star Rectifier for Power Quality Improvement 一种改进电能质量的新型36脉冲星形整流器

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975670

Md. Abdul Malek, Muhammad Abdul Goffar Khan

{"title":"A New 36-Pulse Star Rectifier for Power Quality Improvement","authors":"Md. Abdul Malek, Muhammad Abdul Goffar Khan","doi":"10.1109/ICAEE48663.2019.8975670","DOIUrl":"https://doi.org/10.1109/ICAEE48663.2019.8975670","url":null,"abstract":"In this paper, current injection technique based 36-pulse uncontrolled star rectifier is proposed for large current rating application. The proposed rectifier consists of a new delta/fork conFigure transformer, 18-pulse star rectifier with passive injection circuit at dc link and specially tapped inter phase transformer (STIT). Delta/fork transformer creates two 9-phase supplies for 18-pulse star rectifier. STIT and single phase full-wave rectifier (SPFWR) constitutes the passive injection circuit and conduction loss of proposed passive injection circuit is much smaller than the conventional ripple re-injection circuit. SPFWR extract harmonics current from STIT which feed back to the load and this harmonic current modify the output voltage wave shape of 18-pulse star rectifier. Proposed rectifier operate as 36-pulse star rectifier when turns ratio of STIT is designed optimally and under this condition total harmonic (THD) of the input line current is about 4.68%. Proposed rectifier is analyzed, designed and simulated in MATLAB software environment and simulation results confirm the IEEE -519 standard requirement.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"15 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116137636","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

Behavior of the Proton Exchange Membrane Fuel Cell Around Critical Fuel and Air Supply Pressure 质子交换膜燃料电池在临界燃料和空气供应压力下的行为

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975597

K. Ahmed, Md. Rawshan Habib, Shuva Dasgupta Avi, Md. Hasanuzzaman Sagor, Omar Farrok

引用次数: 4

Forecasting-Aided State Estimation for Power Distribution System Application: Case Study 预测辅助状态估计在配电系统中的应用:案例研究

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/ICAEE48663.2019.8975430

Shahid Jaman, Md. Rezwanur Rashid Mazumder, Md. Istiak Ahmed, A. Rahman

{"title":"Forecasting-Aided State Estimation for Power Distribution System Application: Case Study","authors":"Shahid Jaman, Md. Rezwanur Rashid Mazumder, Md. Istiak Ahmed, A. Rahman","doi":"10.1109/ICAEE48663.2019.8975430","DOIUrl":"https://doi.org/10.1109/ICAEE48663.2019.8975430","url":null,"abstract":"State Estimation (SE) is a vital component of the Supervisory Control and Data Acquisition (SCADA) system used today in power networks. In traditional SE methods, such as Weighted Least Squares (WLS), the state variables of the grid (voltage magnitudes and phase angles) are estimated from a snapshot of the meters embedded in the network (i.e. the last measurements available). The problem in traditional WLS process is it gives wrong estimation when the Remote Terminal Unit (RTU) is not work or technical fault for a short time. New approaches to the SE technique, known as Forecasting-Aided State Estimation (FASE), take advantage of past states in order to improve the estimation and endow the system with forecasting capabilities. The application of FASE to the low voltage grid in the context of the distribution system paradigm is an alluring area of research. In this work, a FASE algorithm using Kalman Filters is developed and applied to a distribution network. The algorithm is implemented in Matlab and is assessed in the context of test feeders using quasi-static time series data. The performance of the new algorithm is compared with a traditional WLS implementation.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"601 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123193117","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: 4

Analysis of Different Interpolation Methods in Watermarking Scheme Based on Prediction Error Expansion, Interpolation and Segmentation 基于预测误差扩展、插值和分割的水印方案中不同插值方法的分析

2019 5th International Conference on Advances in Electrical Engineering (ICAEE) Pub Date : 2019-09-01 DOI: 10.1109/icaee48663.2019.8975611

Majeza Begum Shama, Tasnim Azad Abir

{"title":"Analysis of Different Interpolation Methods in Watermarking Scheme Based on Prediction Error Expansion, Interpolation and Segmentation","authors":"Majeza Begum Shama, Tasnim Azad Abir","doi":"10.1109/icaee48663.2019.8975611","DOIUrl":"https://doi.org/10.1109/icaee48663.2019.8975611","url":null,"abstract":"Watermarking is a way to keep secret information hidden in the cover media that is indistinguishable to the human eye but easily noticeable to the decoder. In this paper, a watermarking scheme is analyzed based on prediction error expansion using interpolation and segmentation in order to find an optimal watermarking technique. In this method, watermark is embedded into a cover image using additive prediction error expansion method by interpolating and segmenting the cover image. Interpolation reduces artifacts and segmentation distinguishes sharp areas and smooth areas. Here, interpolation is used instead of other prediction method in order to reduce the computation time and complexity of the method. Segmentation is used so that higher embedding capacity can be used for sharp segments and lower embedding capacity for smooth regions using additive PEE. The interpolation method will be varied to determine the most efficient interpolation method for this scheme. Different noise attacks will be applied to find the robustness of the method. The idea of applying different bits in different segments will be applied. For this purpose, the segments are classified into different classes according to their average slopes. The segments that have higher slopes will get more bits embedded into them. Finally, different performance parameters like PSNR, NCC, MSE & embedding capacity will be calculated for evaluating the proposed scheme.","PeriodicalId":138634,"journal":{"name":"2019 5th International Conference on Advances in Electrical Engineering (ICAEE)","volume":"68 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124788070","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