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《Chinese Journal of Sensors and Actuators》 2013-01
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Outlier Time Series Detection Based on WSN

TANG Qi,LIU Xuejun*(College of Electronic and Information Engineering,Nanjing University of Technology,Nanjing 211816,China)  
Outliers are very common in the environmental data monitored by a sensor network.An interesting problem which has not been adequately addressed so far is the detection of outlier time series.In order to meet the need of rapid outlier detection for large-scale data sets,this paper provides a new outlier time series detection in WSN.The algorithm introduces Chebyshev polynomials to detect the outlier data.The algorithm was verified by NS2 simulator.Simulator results demonstrate that this algorithm keeps a high precision.
【Fund】: 国家自然科学基金项目(61073197);; 江苏省科技支撑计划项目(SBE201077457)
【CateGory Index】: TN929.5;TP212.9
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 ZHOU Xian-wei,WANG Pei,QIN Bo-ping,SHEN Ji-hong(School of Information Engineering,University of Science and Technology Beijing,Beijing 100083,China);An Anomaly Detection Technology in Wireless Sensor Networks[J];Chinese Journal of Sensors and Actuators;2007-08
2 YANG Li-bin,MU De-jun,CAI Xiao-yan(College of Automation,Northwestern Polytechnical University,Xi'an 710072,China);An Anomaly Detection Scheme for Wireless Sensor Networks Based on Kernel Clustering[J];Chinese Journal of Sensors and Actuators;2008-08
3 SUN Jin-hua1,HU Jian2,LI Xiang-yang2(1.School of Management,Harbin University of Science and Technology,Harbin 150040,China;2.School of Economics and Management,Harbin Institute of Technology,Harbin 150001,China);Outlier Detection Based on Fractal Theory[J];Computer Engineering;2011-03
4 XUE An-Rong JU Shi-Guang HE Wei-Hua CHEN Wei-He(School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013);Study on Algorithms for Local Outlier Detection[J];Chinese Journal of Computers;2007-08
5 REN Feng-Yuan1+, HUANG Hai-Ning2, LIN Chuang1 1(Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China) 2(Institute of Acoustics, The Chinese Academy of Sciences, Beijing 100080, China) + Corresponding author: Phn: 86-10-62783596, Fax: 86-10-62771138, E-mail: renfy@csnet1.cs.tsinghua.edu.cn;Wireless Sensor Networks[J];Journal of Software;2003-07
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YU Hua et al (College of Information and Management Science,Henan Agricultural University,Zhengzhou,Henan 450002);The Study of Farmland Information Management System Based on Wireless Sensor Networks[J];Journal of Anhui Agricultural Sciences;2010-32
2 ZHAO Yang-she(Land Consolidation and Rehabilitation Center,Zhaoqing,Guangdong 520612);Study on the Intelligent Water Saving System Based on the WSN and GPRS[J];Journal of Anhui Agricultural Sciences;2011-07
3 WEN Li-ming 1 LONG Ya-lan 2 (1 Agricultural Bureau of Enshi in Hubei Province,Enshi Hubei 445000; 2 Baiyang Middle School of Enshi);Applications of Internet of Things in Agriculture[J];Modern Agricultural Sciences and Technology;2010-15
4 Zhao Zi-ping (Hubei University of Technology Wuhan 430068);Study of Intrusion Detection Mechanism Based on Multi-Agent Technology[J];Information Security and Technology;2010-10
5 LUO Li-hui1,2,ZHANG Yao-nan1,2 (1.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lanzhou Gansu 730000,China;2.Gansu High Performance & Grid Computing Center,Lanzhou Gansu 730000,China);Application Research of Wireless Sensor Networks in Glacial Environment Monitoring[J];Journal of Glaciology and Geocryology;2008-06
6 TANG Huiqiang, LIU Xuan(College of Information & Control, Nanjing University of Information Science & Technology,Nanjing,210044 China);Design of Tire Pressure Monitoring System Based on ZigBee[J];Journal of Beijing Jiaotong University;2008-06
7 WU Hao,CHENG Chao(State Key Laboratory of Rail Traffic Control and Safety,Beijing Jiaotong University,Beijing 100044,China);An Improvement of Hypercube-Based Key Pre-Distribution Scheme for Wireless Sensor Network[J];Journal of Beijing Jiaotong University;2009-02
8 Ren Fengxuan Wangjiaju Li Wei ( Henan Professional Technical College Zhengzhou 450046);Design of Embedded Wireless Network Node[J];Office Informatization;2008-06
9 Sheng Hongyu(Beijing Union University,Beijing 100101,China);Wireless Sensor Network for Remote Monitoring and Trouble Shooting[J];Journal of Beijing Polytechnic College;2009-04
10 ZHAO De-bin1,CHEN Yuan-zhi1,YANG Shi-yong2(1.Engineering Center of Digital Audio & Video,Communication University of China,Beijing 100024;2.Bejing BitWare Technology Co.Ltd,Beijing 100085);The Operating System Of Wireless Sensor Net-TinyOS[J];Journal of Communication University of China(Science and Technology);2008-04
China Proceedings of conference Full-text Database 10 Hits
1 Liu Zhixin,Guan Xinping,Chen Cailian Centre for Networking and Bioimformatics Institute of Electrical Engineering,Yanshan University,Qinhuangdao 066004,P.R.China;Energy-Efficient Optimal Scheme Based on Mixed Routing in Wireless Sensor Networks[A];[C];2008
2 Zhang Fan,Liu Gang,Liu Chunhong(Key Laboratory for Modern Precision Agriculture System Integration of Education Ministry,China Agricultural University,Beijing 100083,China);Design of WEB and GPRS Based Remote Monitoring and Management System for Greenhouse Environment[A];Chinese Society of Agricultural Engineering[C];2011
3 LI Xiong-wei1,2, YANG Yi-xian1, ZHOU Xi-yuan2(1. Information Security Center, Beijing University of Posts and Telecommunications,Beijing 100876,China;2. The 54th Research Institute of China Electronics Technology Group Corporation,Shijiazhuang 050081,China );Study on Security of Routing Protocol in Wireless Sensor Networks[A];[C];2005
4 MA Tian,HUANG Jian-guo,CHEN Jian-feng (College of Marine Engineering,Northwestern Polytechnical University,Xi'an 710072,China);Visualization of Acoustic Pressure-Distribution in WSN Monitoring System[A];[C];2009
5 GU Chizhen1,2,XIA Zhengxing1,2,HE Yueping1,2,ZHU Yexin1,2,JIANG Chenguang1 (1.College of Environmental and Civil Engineering,Jiangnan University,Wuxi 214122,Jiangsu,China;2.Construction Bureau of Wuxi City,Wuxi 214131,Jiangsu,China);Research on Smart City (SC) sets up from DC (Digital City) to the IC (Intelligent City)[A];[C];2011
6 fu xiao wang yong Qiu Yong Sheng Nanjing University of Posts & Telecommunications 210003;A design of wirless sensor network node based on nRF905[A];[C];2008
7 Yang Sheng Zhu ShiBing The Academy of Equipment Command&Technology,Beijing 101416 ,China;A study on the uniform system architecture of the WSN[A];[C];2008
8 PENG Gang LIU Rong WANG Fang-nian SUN Guang-yi (Educational Technology Center,Guilin Air Force Academy,Guilin,Guangxi,541003,China);An Overview on Research of Wireless Sensor Networks[A];[C];2007
9 DONG Chen-hua,YUAN Shen-fang,WU Jian (The Aeronautic Key Laboratory of Smart Material and Structure,Nanjing University of Aeronautics and Astronautics, Nanjing 210016,China);Design of Wireless Sensor Networks' Node for Fatigue Testing[A];[C];2010
10 Lu Hui-juan+, Zhang Lei, Wang Ming-yi, Chen Ke-jie (China Jiliang university, Department of Computer , 310018, Hangzhou);Wireless sensors network application in coastal shoal detection[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 WANG Pei1, ZHOU Xian-wei1, QIN Bo-ping1,ZHAO Peng, ZHENG Lian-cun2 1. School of Information Engineering, Science and Technology University of Beijing, Beijing 100083,China;2. School of Application Science, Science and Technology University of Beijing, Beijing 100083,China;Multi-Agent Based Intrusion Detection System for Wireless Sensor Networks[J];Chinese Journal of Sensors and Actuators;2007-03
2 SUN Yinan1,2,LIU Weijun2,WANG Yuechao2 (1.Graduate School of Chinese Academy of Sciences, Beijing 100039; 2.Robotics Key Lab, Shengyang Institute of Automation, Chinese Academy of Sciences, Shengyang 110016);Method for Edge Detection of Image Based on Fractal Theory and Mathematical Morphology[J];Computer Engineering;2003-20
3 YANG Xinyu, ZENG Ming, ZHAO Rui, WU Hang (Dept. of Computer Science and Technology, Xi'an Jiaotong University, Xi'an 710049);A Survey of the Fractal Theory Application in Network Traffic Analysis[J];Computer Engineering;2004-23
4 XU Xue-song,LIU Yao-zong,ZHAO Xue-long,ZHANG Hong,LIU Feng-yu(Department of Computer Science and Technology,Nanjing University of Science and Technology,Nanjing 210094);Outliers Detection Based on Kernel Function-Principle Component Dimension Reduction[J];Computer Engineering;2008-08
5 REN Feng-Yuan1+, HUANG Hai-Ning2, LIN Chuang1 1(Department of Computer Science and Technology, Tsinghua University, Beijing 100084, China) 2(Institute of Acoustics, The Chinese Academy of Sciences, Beijing 100080, China) + Corresponding author: Phn: 86-10-62783596, Fax: 86-10-62771138, E-mail: renfy@csnet1.cs.tsinghua.edu.cn;Wireless Sensor Networks[J];Journal of Software;2003-07
6 ZHANG Chong-Qing,LI Ming-Lu,WU Min-You (Department of Computer Science and Engineering,Shanghai Jiaotong University,Shanghai 200240,China);An Approach for Constructing Load-Balancing Networks for Data Gathering Wireless Sensor Networks[J];Journal of Software;2007-05
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