2010 International Conference on Broadband, Wireless Computing, Communication and Applications最新文献_第8页

A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems 基于聚类的包装器方法在工业监控系统传感器选择中的应用

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.118

César A. Uribe, C. Isaza, O. Gualdron, C. Duran, A. Carvajal

{"title":"A Wrapper Approach Based on Clustering for Sensors Selection of Industrial Monitoring Systems","authors":"César A. Uribe, C. Isaza, O. Gualdron, C. Duran, A. Carvajal","doi":"10.1109/BWCCA.2010.118","DOIUrl":"https://doi.org/10.1109/BWCCA.2010.118","url":null,"abstract":"Industrial processes are characterized to be in open environments, with high uncertainty, unpredictability and nonlinear behavior. They have to be monitored and measured rigorously due to their behavior having a direct and serious impact on product quality, safety, productivity, pollution and finance. However, industrial processes have enormous volumes of complex and high dimensional data available, with poorly defined domains and redundant, noisy or inaccurate measures with unknown parameters. Therefore, using just relevant and informative variables will decrease the high dimensionality and will facilitate the use of techniques to find patterns in data to correctly identify the functional states of the process, improving the performance of monitoring and measuring tasks. In this paper, we address the problem of sensor selection in industrial processes, where a mathematical or structural model and the class labels are not available or suitable. We propose a wrapper feature selection approach based on clustering, to perform an accurate process dataset classification with minimal variables needed. The proposed method is applied on an intensification reactor, the ’open plate reactor (OPR)’, over thiosulfate and esterification reactions. Results are compared with previous work on the same datasets showing that fewer variables are needed to correctly identify all the functional states of the process.","PeriodicalId":196401,"journal":{"name":"2010 International Conference on Broadband, Wireless Computing, Communication and Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129285871","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

A Cloud-Based Support System for Offshore Software Development 基于云的离岸软件开发支持系统

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.89

Yuki Kaeri, Y. Manabe, C. Moulin, K. Sugawara, J. Barthès

引用次数: 11

Delay Profile Using Scale Model Method for Microcells in Urban Areas 基于比例模型方法的城市微蜂窝延迟分布

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.137

Ryuichiro Iwakuma, Yu Funaki, T. Mine, S. Ichitsubo

引用次数: 3

Decision Method of Internal Force for Sensorless Positioning of Musculoskeletal System 肌肉骨骼系统无传感器定位内力的确定方法

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.163

H. Kino, Shiro Kikuchi, K. Tahara

引用次数: 1

Jump Resonance Analysis for Systems with Parametric Uncertainties 参数不确定系统的跳变共振分析

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.150

Li-Shan Ma, Chih-Hung Wu, J. Jaw, Bing-Fei Wu, J. Perng

引用次数: 3

Architecture and Design of Efficient 3D Network-on-Chip (3D NoC) for Custom Multicore SoC 面向定制多核SoC的高效3D片上网络(3D NoC)架构与设计

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.50

Akram Ben Ahmed, B. Abderazek, Kenichi Kuroda

引用次数: 50

A Development of Environment Verification System “View-Aid” Using Digital Wireless Camera for Low Vision 基于数字无线相机的低视力环境验证系统“视界辅助”的开发

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.156

Y. Oyama, Yuki Shimada

引用次数: 0

AntSens: An Ant Routing Protocol for Large Scale Wireless Sensor Networks 大规模无线传感器网络的蚂蚁路由协议

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.46

M. Goyal, Weigao Xie, S. Hosseini, Y. Bashir

{"title":"AntSens: An Ant Routing Protocol for Large Scale Wireless Sensor Networks","authors":"M. Goyal, Weigao Xie, S. Hosseini, Y. Bashir","doi":"10.1109/BWCCA.2010.46","DOIUrl":"https://doi.org/10.1109/BWCCA.2010.46","url":null,"abstract":"Large scale wireless sensor networks, consisting of thousands of nodes spread over a large geographical area, are being planned for a number of monitoring and control applications. The individual nodes in such networks would be severely limited in their capabilities - they will have limited memory and CPU resources and would typically run on batteries. A suitable routing protocol for large wireless sensor networks should scale well with the size of the network in terms of the control packet, memory and processing overhead. Dynamic link/node characteristics, such as PHY/MAC loss rates and battery levels, in such networks require continuous monitoring of the quality of existing routes and frequent discovery of new routes. The routing protocol should allow distribution of traffic load through out the network to avoid artificial congestion, and hence high MAC level loss rates, in parts of the network. The existing routing protocols do not meet all the criteria mentioned above. Hence, we propose a new routing protocol meeting the criteria mentioned above. The proposed protocol, called AntSens, may be considered as belonging to the category of ant routing protocols that are based on the manner ants discover and remember the best routes to the food location.","PeriodicalId":196401,"journal":{"name":"2010 International Conference on Broadband, Wireless Computing, Communication and Applications","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116649288","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

Managing Some Security Risks Related to the Deployment of Multifarious Authentication and Authorization in a Virtualized Environment 管理虚拟化环境中多种认证授权部署的安全风险

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.57

Annette Tolnai, S. V. Solms

引用次数: 0

Frequency Domain Analysis of Human Motions in Surveillance Video 监控视频中人体运动的频域分析

2010 International Conference on Broadband, Wireless Computing, Communication and Applications Pub Date : 2010-11-04 DOI: 10.1109/BWCCA.2010.125

Hsuan T. Chang, Chang-Sian Chen, Chun-Wen Hung, D. Shen

引用次数: 1