TENCON 2015 - 2015 IEEE Region 10 Conference最新文献_第3页

Ground resistance calculation of a power station in Brunei Darussalam 文莱达鲁萨兰国某电站地阻计算

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372711

M. Salam, S. Ang, Md Norfauzi, F. Wen, Christina Liaw, Q. M. Rahman, Syeed Hasan, W. Voon

引用次数: 3

Classification of multiclass eeg signal related to mental task using higuchi fractal dimension and 10-Statistic Parameters - Support Vector Machine 使用通口分形维数和10统计参数支持向量机对脑力任务相关的多类脑电信号进行分类

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372967

Abdullah Basuki Rahmat, K. Iramina

{"title":"Classification of multiclass eeg signal related to mental task using higuchi fractal dimension and 10-Statistic Parameters - Support Vector Machine","authors":"Abdullah Basuki Rahmat, K. Iramina","doi":"10.1109/TENCON.2015.7372967","DOIUrl":"https://doi.org/10.1109/TENCON.2015.7372967","url":null,"abstract":"Nowadays, Not only the accuracy of a classification system but also a feature extraction method is an important matter in a Brain Computer Interface Application. In this paper, we investigated the multiclass classification of mental task using EEG signal. Higuchi Fractal Dimension and 10-Statistic Parameters were used as feature extraction method. The 10-statistic parameters are central tendency type that is, maximum value, minimum value, mean, standard deviation, median, mode, variance, first-quartile, third-quartile, interchange quartile. Multiclass Support Vector Machine with One-against-All strategy is applied to classify EEG signal related to the mental task. The result shows that the Multiclass SVM classifier with 1-against-All strategy using 10-Statistic Parameters has a higher accuracy when compared to Higuchi Fractal Dimension-SVM, Extreme Learning Machine, Back Propagation Neural Network, both of Support Vector Machine 1-versus-1 strategy and 1-versus-All strategy. The average accuracy ranging between 99.2% and 100% for 10-Statistic Parameters-SVM and HFD_SVM ranging from 60.22% to 91.91% were gained for five mental task classes.","PeriodicalId":22200,"journal":{"name":"TENCON 2015 - 2015 IEEE Region 10 Conference","volume":"141 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73391504","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

Study on impulse characteristics of 35kv substation grounding grids 35kv变电站接地网冲击特性研究

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7373076

S. Wenrong, F. Chenzhao, Su Lei, Zhu Dakang, Xue Zhibing

引用次数: 3

Investigation of critical barrier thickness in lattice matched InAlN/GaN MOSHEMT towards normally-off operation 晶格匹配InAlN/GaN MOSHEMT的临界势垒厚度研究

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7373087

R. Swain, T. Lenka

引用次数: 0

Wideband mobile MIMO antenna for the metal cover phone 用于金属盖手机的宽带移动MIMO天线

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372716

Taeho Son, Young-Sang Jo

引用次数: 3

Wireless power consumption monitoring and analysis system using Winter's forecasting method 采用冬季预报方法的无线电耗监测分析系统

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372820

Dominic Joseph R. Enriquez, Marcel Lowell G. Villanueva, Samuel Matthew G. Dumlao, R. Reyes

{"title":"Wireless power consumption monitoring and analysis system using Winter's forecasting method","authors":"Dominic Joseph R. Enriquez, Marcel Lowell G. Villanueva, Samuel Matthew G. Dumlao, R. Reyes","doi":"10.1109/TENCON.2015.7372820","DOIUrl":"https://doi.org/10.1109/TENCON.2015.7372820","url":null,"abstract":"The Philippines is one of the rising economies in Southeast Asia. However, it is facing a power crisis where there is a continuous increases in an already huge demand in electricity given the limited and scare supply from different power sectors. Consumers are called to be aware of their power consumption and make necessary efforts towards the smart and efficient use of it. As a response, the proponents developed an appliance-level system that monitors and analyzes power consumption. The monitoring subsystem was implemented through a portable hardware black box which includes the power meter sensor, an Arduino microcontroller clone board and a ZigBee shield for wireless transmission to a microcomputer. The Raspberry Pi microcomputer served as a temporary local server for the sync node and the gateway for the data to be stored in an online database. From this, the analysis subsystem retrieves the consolidated data to undergo both retrospective and Winter's forecasting technique. All necessary information, figures and graphs will be presented to the user for interpretation through a simple web application. Overall, the study fulfills its vision of giving people the power over their utility bills by being a tool for raising awareness towards responsibly reducing power consumption to a more efficient use.","PeriodicalId":22200,"journal":{"name":"TENCON 2015 - 2015 IEEE Region 10 Conference","volume":"1 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82401965","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

Power-delay product minimization in high-performance fixed-width multiplier 高性能定宽乘法器中功率延迟积最小化

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372864

G. Ganesh Kumar, S. K. Sahoo

引用次数: 1

A capacity monitoring system with HV current sensor and calibrated current estimation approach 采用高压电流传感器和标定电流估计方法的容量监测系统

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372734

Wen-Je Lu, Sheng-Syong Wang, Min-Yu Tseng, Chua-Chin Wang

引用次数: 5

Parallel design for ultrasound synthetic aperture imaging FPGA 超声合成孔径成像FPGA并行设计

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372722

H. J. Huang, Y. Yuan, Jiujiang Wang, Wang Meng, S. Pun, P. Mak, M. Vai

引用次数: 1

Voltage sensitivity-based transient voltage stability analysis considering HVDC recovery characteristics 考虑直流恢复特性的电压灵敏度暂态电压稳定分析

TENCON 2015 - 2015 IEEE Region 10 Conference Pub Date : 2015-11-01 DOI: 10.1109/TENCON.2015.7372971

Peidong Chen, Z. Du, F. Zhan, Yao Zhang

引用次数: 2