2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)最新文献_第10页

Classification of motor imagery hands movement using levenberg-marquardt algorithm based on statistical features of EEG signal 基于脑电信号统计特征的levenberg-marquardt算法手部运动图像分类

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873081

Md Mamun Or Rashid, Mohiudding Ahmad

{"title":"Classification of motor imagery hands movement using levenberg-marquardt algorithm based on statistical features of EEG signal","authors":"Md Mamun Or Rashid, Mohiudding Ahmad","doi":"10.1109/CEEICT.2016.7873081","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873081","url":null,"abstract":"Motor Imagery (MI) is a highly supervised method nowadays for the disabled patients to give them hope. This paper proposes a differentiation method between imagery left and right hands movement using Daubechies wavelet of Discrete Wavelet Transform (DWT) and Levenberg-Marquardt back propagation training algorithm of Neural Network (NN). DWT decomposes the raw EEG data to extract significant features that provide feature vectors precisely. Levenberg-Marquardt Algorithm (LMA) based neural network uses feature vectors as input for classification of the two class data and outcomes overall classification accuracy of 92%. Previously various features and methods used but this recommended method exemplifies that statistical features provide better accuracy for EEG classification. Variation among features indicates differences between neural activities of two brain hemispheres due to two imagery hands movement. Results from the classifier are used to interface human brain with machine for better performance that requires high precision and accuracy scheme.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128244879","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: 15

A meta study of reduction of speckle noise adopting different filtering techniques 采用不同滤波技术降低散斑噪声的meta研究

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873050

Prajoy Podder, Md. Mehedi Hasan

{"title":"A meta study of reduction of speckle noise adopting different filtering techniques","authors":"Prajoy Podder, Md. Mehedi Hasan","doi":"10.1109/CEEICT.2016.7873050","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873050","url":null,"abstract":"Reduction of noise in digital images is a challenging task for the researchers in digital image processing. Speckle noise creates most critical disturbances and affects the quality of synthetic aperture radar, ultrasound and medical images in the field of biomedical imaging. SAR imagery uses the microwave radiation, which receives coherent summation of reflected radiation. Speckle noise in SAR produces degraded, low quality image which is causing misdirection of active radar in automatic target detection and recognition due to image interpretation. Ultrasound images are affected by speckle noise because the images are obtained with a simple linear scan, ultrasound probe which are produced granular appearance noise. Medical images are also corrupted through the speckle noise during its acquisition and transmission. Image with speckle reduce the image contrast and resolution, thereby decreasing the diagnostic values of the ultrasound image. There are several filtering techniques available to reduce this speckle noise. So, this framework includes several filtering techniques like mean, median, Weiner, log and Gaussian to evaluate the filter performance through the parameters like mean square error and peak signal to noise ratio to attenuate the speckle noise without degrading the image information from the synthetic aperture radar, ultrasound and medical imagery. Experimental analysis has been done under MATLAB environment. MSE, PSNR have been calculated and compared for different value of variance for better performance measurement.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"305 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134198918","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: 5

Theoretical efficiency and cell parameters of AlAs/GaAs/Ge based new multijunction solar cell 基于砷化镓/砷化镓的新型多结太阳能电池的理论效率和电池参数

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873128

Syeda Puspita Mouri, S. N. Sakib, Shahidul Hoque, M. S. Kaiser

引用次数: 5

A polarization maintaining hexagonal photonic crystal fiber for residual dispersion compensation 用于剩余色散补偿的保偏六方光子晶体光纤

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873107

M. Hasan, M. S. Anower, M. Rashid, S. Ali

引用次数: 2

A new LSTM model by introducing biological cell state 引入生物细胞状态的LSTM模型

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873164

Lamia Rahman, Nabeel Mohammed, A. K. Azad

引用次数: 27

Feasibility study of GSM network for tracking low altitude helicopter GSM网络用于低空直升机跟踪的可行性研究

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873158

A. Rahman, S. Hossain, Imtiaz Jamil Tuku, Mohammad Hossam-E-Haider, Md. Syedul Amin

{"title":"Feasibility study of GSM network for tracking low altitude helicopter","authors":"A. Rahman, S. Hossain, Imtiaz Jamil Tuku, Mohammad Hossam-E-Haider, Md. Syedul Amin","doi":"10.1109/CEEICT.2016.7873158","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873158","url":null,"abstract":"Low altitude helicopters are difficult to track due to the limitation of radar horizon, which may cause severe flight hazard. Thus, tracking of helicopter in real time is vital. There are various ways to track low flying helicopter, such as aircraft to ground data link, satellite phone etc. But the Global System for Mobile Communications (GSM) network has not been reported to be utilized yet to transmit the position information obtained from Global Navigation Satellite System (GNSS) receiver. A study was carried out to check the coverage of GSM network in low altitude for the feasibility of sending location information and the report has been presented in this paper. A GPS and GSM modem was programmed to log the time, location, altitude and signal strength. Two missions were carried out at 1000 feet with the device. Logged data were later on downloaded in a computer to analyze the low altitude coverage of the GSM network. The results show that the signal quality of the GSM was available for more than 75% of the time for sending SMS. Thus, it is evident from the study report that the low altitude helicopter can be tracked using GSM network.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125392620","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

Modelling and simulation of power system of battery, solar and fuel cell powered Hybrid Electric vehicle 电池、太阳能和燃料电池混合动力汽车动力系统建模与仿真

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873126

Muhammad Sifatul Alam Chowdhury, K. A. A. Mamun, Al Mahmudur Rahman

{"title":"Modelling and simulation of power system of battery, solar and fuel cell powered Hybrid Electric vehicle","authors":"Muhammad Sifatul Alam Chowdhury, K. A. A. Mamun, Al Mahmudur Rahman","doi":"10.1109/CEEICT.2016.7873126","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873126","url":null,"abstract":"To meet the never ending fuel demand of the vehicle, Hybrid Vehicle was introduced in the research. Generally a hybrid vehicle is the combination of an internal combustion engine (ICE) and electrical drive system. The performance of the vehicle is largely dependent on the accuracy and efficiency of the electrical system of the vehicle powertrain. This paper analyzed an electrical system for the powertrain of Hybrid Electric vehicle which is powered by Fuel cell, Battery and PV panel. A Simulink model is prepared and simulated successfully. Permanent magnet synchronous motor drive system is used in the Simulink model. The simulation results like rotor speed, electromagnetic torque, current, DC-DC converter current, voltage, state of charging, grid charger performance, photovoltaic panel performance and mechanical torque are discussed and compared with the state of the art methods. Including this the research also compared the performance of energy storage system with the reference which is frequently used in the electrical system of the HEV.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114174260","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: 29

Semi supervised keyword based bengali document categorization 基于半监督关键字的孟加拉文文档分类

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873040

Fahim Quadery, A. Maruf, Tamjid Ahmed, Md Saiful Islam

引用次数: 4

A packet level simulation study of adhoc network with network simulator-2 (NS-2) 基于网络模拟器-2 (NS-2)的自组网分组级仿真研究

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873160

I. Mobin, S. Momen, Nabeel Mohammed

{"title":"A packet level simulation study of adhoc network with network simulator-2 (NS-2)","authors":"I. Mobin, S. Momen, Nabeel Mohammed","doi":"10.1109/CEEICT.2016.7873160","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873160","url":null,"abstract":"Researchers in the field of computer networking often relies on appropriate simulators to diagnose network and to analyze the impact of various parameters on the network performance. There now exists several simulators (in the areas of wireless ad-hoc network) that offer various features to measure network performance. One such simulator that recently gained high popularity among researchers in the area of networking is Network Simulator 2 (NS-2). In this paper, we present a short survey on NS-2 for packet level simulation. The paper demonstrates how packet level simulation is conducted using NS-2. The paper furthermore explores the advantages and the drawbacks of NS-2 in the light of packet loss, interval period, traffic type and pattern. The techniques used in this work to measure network performance can be replicated in other related work. Simulated results with the NS-2 simulator show remarkable correlation with that of the theoretical estimation. The most remarkable contribution of this paper is this paper shows simulation for packet level analysis with NS-2 with details parameter setting, network scenarios and other necessary configurations which will lead the researchers to investigate network efficiency and performance measurements.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134401583","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

Modeling and simulation of stand-alone fuel cell system for distributed generation application 分布式发电单机燃料电池系统建模与仿真

2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT) Pub Date : 2016-09-01 DOI: 10.1109/CEEICT.2016.7873043

H. Das, Chee Wei Tan, A. Yatim, Nik Din bin Muhamad

{"title":"Modeling and simulation of stand-alone fuel cell system for distributed generation application","authors":"H. Das, Chee Wei Tan, A. Yatim, Nik Din bin Muhamad","doi":"10.1109/CEEICT.2016.7873043","DOIUrl":"https://doi.org/10.1109/CEEICT.2016.7873043","url":null,"abstract":"Fuel cell (FC) is one of the most suitable candidates for distributed generation system either in standalone or grid connected mode. Due to the cleanness, modularity and higher potentiality, FC systems can be used in both single and hybrid systems for power generation. In this study a 26 kW standalone proton exchange membrane fuel cell (PEMFC) based energy system is developed using MATLAB/Simulink®. The PEMFC stack is modeled based on the mathematical equations and implemented using the Simulink blocks. Similarly the power converters are also modeled using the Simulink block sets. The PEMFC output DC voltage is stepped up using a boost DC-DC converter then fed to a PWM based inverter. The controller for DC-DC boost converter is a PI based single loop voltage controller. The inverter controller uses RMS feedback controller and LC filter. The AC output power is tested with resistive (R) and inductive (RL) loads. The dynamic performance of FC stack is also verified by applying step changes in both resistive and inductive loads. Simulation results shows that the PEMFC stack is capable of delivering the maximum output power with voltage and current ripple within tolerable range. Moreover, the AC output voltage, frequency are within the acceptable range.","PeriodicalId":240329,"journal":{"name":"2016 3rd International Conference on Electrical Engineering and Information Communication Technology (ICEEICT)","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130022724","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