Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Journal of Scientific Instrument》 2012-10
Add to Favorite Get Latest Update

Fault detection technique based on clustering in WSNs

Song Jia,Peng Yu,Peng Xiyuan,Yuan Jianbo,Ge Zihan(Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China)  
Energy consumption is vital in wireless sensor networks(WSNs) since node death is a typical fault caused by energy depletion.Aiming at this fault,a fault detection technique based on clustering(FDTC) is proposed in this paper.Employing carefully-chosen threshold,the clustering algorithm is deployed on the sink node with unconstrained energy consumption on the basis of dividing the WSNs into clusters according to their geographical position.Simulation experiment results demonstrate that by choosing appropriate threshold,this algorithm greatly reduces energy consumption and false alarm probability while still maintains high detection accuracy.
【Fund】: 教育部高等学校博士学科点专项科研基金(20092302110013);; 教育部新世纪优秀人才支持计划(NCET-10-0062)资助项目
【CateGory Index】: TP212.9;TN929.5
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Peng Yu,Luo Qinghua,Peng Xiyuan (Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China);Analysis of uncertain data processing methods in networking test framework[J];Chinese Journal of Scientific Instrument;2010-01
2 Peng Yu,Luo Qinghua,Peng Xiyuan(Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China);UIDK-means:A multi-dimensional uncertain measurement data clustering algorithm[J];Chinese Journal of Scientific Instrument;2011-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Jie,Xing Na(Dept.of electronics and computer science and technology,north university of china,Tai Yuan030051,china);Application of maximum entropy in the network delay measurement data processing[J];Electronic Test;2011-04
2 Xie Yingxin1,Chen Xiangguang1,Yu Xiangming2,Yue Bin2,Guo Jing2(1 School of Chemical Engineering and Environment,Beijing Institute of Technology,Beijing 100081,China;2 Air Force oil Research Institute,Beijing 100076,China);Fast SVDD-based outlier detection approach in wireless sensor networks[J];Chinese Journal of Scientific Instrument;2011-01
3 Du Dajun,Fei Minrui,Song Yang,Li Xue (Shanghai Key Laboratory of Power Station Automation Technology,Department of Automation, School of Mechatronical Engineering & Automation,Shanghai University,Shanghai 200072,China);Brief survey and prospect of networked control systems[J];Chinese Journal of Scientific Instrument;2011-03
4 Peng Yu,Luo Qinghua,Peng Xiyuan(Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China);UIDK-means:A multi-dimensional uncertain measurement data clustering algorithm[J];Chinese Journal of Scientific Instrument;2011-06
5 Di Xin,Zhang Baihai(School of Automation,Beijing Institute of Technology,Beijing 100081,China);Research on node scheduling scheme for a kind of heterogeneous wireless sensor networks[J];Chinese Journal of Scientific Instrument;2011-06
6 Di Xin,Zhang Baihai(School of Automatic Control,Beijing Institute of Technology,Beijing 100081,China);Bottleneck node detection and routing method for wireless sensor networks[J];Chinese Journal of Scientific Instrument;2011-09
7 Wu Yinfeng,Zhou Xiang,Feng Renjian,Wan Jiangwen,Xu Xiaofeng(School of Instrumentation Science and Opto-electronics Engineering,Beihang University,Beijing 100191,China);Secure routing based on node trust value in wireless sensor networks[J];Chinese Journal of Scientific Instrument;2012-01
8 Huang Xu1,2,Chen Dongyan1,Li Hui1,Shao Zhuyu1,Yu Leilei1(1 School of Control Science and Engineering,Shandong University,Jinan 250061,China; 2 School of Computer Electronic and Information Engineering,Shandong Yingcai University,Jinan 250104,China);FIPES:A new fault injection method for wireless sensor network reliability evaluation[J];Chinese Journal of Scientific Instrument;2012-02
9 Peng Yu,Luo Qinghua,Wang Dan,Peng Xiyuan(Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China);WSNs distance estimation method with RSSI-D using interval data clustering algorithm[J];Chinese Journal of Scientific Instrument;2012-03
10 Liu Yang 1,2,Yang Wei 1,2(1 School of Electronics and Information Engineering,Beijing Jiaotong University,Beijing 100044;2 Institute of Agriculture Information,Chinese Academy of Agricultural Sciences,Beijing 100081);Management for Farmland Environment Monitoring WSN Based on the Internet of Things[J];Chinese Agricultural Science Bulletin;2011-30
【Co-references】
Chinese Journal Full-text Database 4 Hits
1 CUI Guang-zhao,JIN Song (School of Electrical and Information Engineering,Zhengzhou Institute of Light Industry,Zhengzhou Henan 450002,China);An Agricultural Environment Monitor System Based on Wireless Sensor Network[J];Communications Technology;2008-12
2 CHENG Xiao-liang, DENG Zhi-dong (State Key Laboratory of Intelligent Technology and Systems, Department of Computer, Tsinghua University, Beijing 100084, China);Construction of large-scale wireless sensor network using ZigBee specification[J];Journal on Communications;2008-11
3 YU Xiao-bo1,2,SONG Liang-tu1(1.Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031,China;2.University of Science and Technology of China,Hefei 230026,China);Software and Hardware Design of Field Information Collection System[J];Instrumentation Technology;2011-01
4 Bing Zhigang~(1,2) Lu Shengli~2 Liu Jingtai~~1(Institute of Robotics and Automatic Information System,Nankai University,Tianjin 300071,China) ~2(Department of Automation,Tianjin University of Technology and Education,Tianjin 300222,China);Research on sensor networks for precision irrigation[J];Chinese Journal of Scientific Instrument;2006-S1
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 QING Li+, ZHU Qing-Xin, WANG Ming-Wen (School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China);A Distributed Energy-Efficient Clustering Algorithm for Heterogeneous Wireless Sensor Networks[J];Journal of Software;2006-03
2 DAI Dong-Bo,ZHAO Gang,SUN Sheng-Li(Department of Computing and Information Technology,Fudan University,Shanghai 200433,China);Effective Clustering Algorithm for Probabilistic Data Stream[J];Journal of Software;2009-05
3 YU Shicheng (School of Science, Wuhan Institute of Chemical Technology,Wuhan 430074,China);Discussion about problems of data processing in college physics experiment[J];Journal of Wuhan Institute of Chemical Technology;2005-01
4 SHANG Bo-Lin, SONG Bi-Feng, YANG Jian-Jun(College of Aeronautics, Northwestern Polytechnic University, Xi'an 710072, China);New Sensor Technologies in Aircraft Structural Health Monitoring[J];Nondestructive Testing;2008-05
5 Huang Meifa~1,Jing Hui~1,Kuang Bing~1,Zhong Yanru~2,Jiang Xiangqian~3 (1 School of Mechanical and Electrical Engineering,Guilin University of Electronic Technology,Guilin 541004,China; 2 School of Computer and Control Engineering,Guilin University of Electronic Technology,Guilin 541004,China; 3 School of Mechanical Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China );Measurement uncertainty evaluation based on quasi Monte-Carlo method[J];Chinese Journal of Scientific Instrument;2009-01
6 Peng Yu,Luo Qinghua,Peng Xiyuan (Automatic Test and Control Institute,Harbin Institute of Technology,Harbin 150080,China);Analysis of uncertain data processing methods in networking test framework[J];Chinese Journal of Scientific Instrument;2010-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved