Distributed Principal Component Analysis for Wireless Sensor Networks

Yann-Aël Le Borgne; Sylvain Raybaud; Gianluca Bontempi

doi:10.3390/s8084821

Distributed Principal Component Analysis for Wireless Sensor Networks

Sensors ◽

10.3390/s8084821 ◽

2008 ◽

Vol 8 (8) ◽

pp. 4821-4850 ◽

Cited By ~ 39

Author(s):

Yann-Aël Le Borgne ◽

Sylvain Raybaud ◽

Gianluca Bontempi

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor

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Strategies for principal component analysis in wireless sensor networks

2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM) ◽

10.1109/sam.2014.6882383 ◽

2014 ◽

Cited By ~ 4

Author(s):

Nisrine Ghadban ◽

Paul Honeine ◽

Clovis Francis ◽

Farah Mourad-Chehade ◽

Joumana Farah

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor

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An Anomaly Detection Model Using Principal Component Analysis Technique for Medical Wireless Sensor Networks

10.1109/icodsa53588.2021.9617547 ◽

2021 ◽

Author(s):

Nabeel Abdulrazaq Yaseen ◽

Abbas Abd-Alhussein Hadad ◽

Mustafa Sabah Taha

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Anomaly Detection ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Detection Model ◽

Analysis Technique

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An Efficient Data Compression Model Based on Spatial Clustering and Principal Component Analysis in Wireless Sensor Networks

Sensors ◽

10.3390/s150819443 ◽

2015 ◽

Vol 15 (8) ◽

pp. 19443-19465 ◽

Cited By ~ 23

Author(s):

Yihang Yin ◽

Fengzheng Liu ◽

Xiang Zhou ◽

Quanzhong Li

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Compression ◽

Spatial Clustering ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Model Based ◽

Efficient Data

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Data Aggregation with Principal Component Analysis in Big Data Wireless Sensor Networks

2016 12th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN) ◽

10.1109/msn.2016.015 ◽

2016 ◽

Cited By ~ 5

Author(s):

Jun Li ◽

Songtao Guo ◽

Yuanyuan Yang ◽

Jing He

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Big Data ◽

Sensor Networks ◽

Data Aggregation ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor

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Reducing the data transmission in Wireless Sensor Networks using the Principal Component Analysis

2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing ◽

10.1109/issnip.2010.5706781 ◽

2010 ◽

Cited By ~ 20

Author(s):

Amirmohammad Rooshenas ◽

Hamid R. Rabiee ◽

Ali Movaghar ◽

M. Yousof Naderi

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Transmission ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor

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Data Reconstruction in Heterogeneous Environmental Wireless Sensor Networks Using Robust Tensor Principal Component Analysis

IEEE Transactions on Signal and Information Processing over Networks ◽

10.1109/tsipn.2021.3105795 ◽

2021 ◽

pp. 1-1

Author(s):

Rajesh G ◽

Ashvini Chaturvedi

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Data Reconstruction

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Consensus-based distributed principal component analysis in wireless sensor networks

2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) ◽

10.1109/spawc.2010.5671089 ◽

2010 ◽

Cited By ~ 8

Author(s):

Sergio Valcarcel Macua ◽

Pavle Belanovic ◽

Santiago Zazo

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor

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Relative Location Estimation over Wireless Sensor Networks with Principal Component Analysis Technique

Advances in Intelligent Systems and Computing - Genetic and Evolutionary Computing ◽

10.1007/978-3-319-01796-9_23 ◽

2014 ◽

pp. 221-230

Author(s):

Shao-I Chu ◽

Chih-Yuan Lien ◽

Wei-Cheng Lin ◽

Yu-Jung Huang ◽

Chung-Long Pan ◽

...

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Location Estimation ◽

Wireless Sensor ◽

Relative Location ◽

Analysis Technique

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Recovery of Corrupted Data in Wireless Sensor Networks Using Tensor Robust Principal Component Analysis

IEEE Communications Letters ◽

10.1109/lcomm.2021.3097158 ◽

2021 ◽

pp. 1-1

Author(s):

Xiaoyue Zhang ◽

Jingfei He ◽

Yunpei Li ◽

Yue Chi ◽

Yatong Zhou

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Robust Principal Component Analysis

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Principal component analysis-based data reduction model for wireless sensor networks

International Journal of Ad Hoc and Ubiquitous Computing ◽

10.1504/ijahuc.2015.067756 ◽

2015 ◽

Vol 18 (1/2) ◽

pp. 85 ◽

Cited By ~ 6

Author(s):

Murad A. Rassam ◽

Anazida Zainal ◽

Mohd. Aizaini Maarof

Keyword(s):

Principal Component Analysis ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Reduction Model

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