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

Sensor Networks ◽

Anomaly Detection ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Detection Model ◽

Analysis Technique

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

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

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):

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Location Estimation ◽

Wireless Sensor ◽

Relative Location ◽

Analysis Technique

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):

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

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):

Sensor Networks ◽

Data Compression ◽

Spatial Clustering ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Model Based ◽

Efficient Data

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):

Big Data ◽

Sensor Networks ◽

Data Aggregation ◽

Principal Component ◽

Component Analysis ◽

A distributed anomaly detection model for wireless sensor networks based on the one-class principal component classifier

International Journal of Sensor Networks ◽

10.1504/ijsnet.2018.093126 ◽

2018 ◽

Vol 27 (3) ◽

pp. 200 ◽

Cited By ~ 3

Author(s):

Murad A. Rassam ◽

Mohd Aizaini Maarof ◽

Anazida Zainal

Keyword(s):

Sensor Networks ◽

Anomaly Detection ◽

Principal Component ◽

Wireless Sensor ◽

Detection Model ◽

The One ◽

Component Classifier

A distributed anomaly detection model for wireless sensor networks based on the one-class principal component classifier

International Journal of Sensor Networks ◽

10.1504/ijsnet.2018.10014311 ◽

2018 ◽

Vol 27 (3) ◽

pp. 200

Author(s):

Murad A. Rassam ◽

Mohd Aizaini Maarof ◽

Anazida Zainal

Keyword(s):

Sensor Networks ◽

Anomaly Detection ◽

Principal Component ◽

Wireless Sensor ◽

Detection Model ◽

The One ◽

Component Classifier

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

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

10.1109/issnip.2010.5706781 ◽

2010 ◽

Cited By ~ 20

Author(s):

Amirmohammad Rooshenas ◽

Hamid R. Rabiee ◽

Ali Movaghar ◽

M. Yousof Naderi

Keyword(s):

Sensor Networks ◽

Data Transmission ◽

Principal Component ◽

Component Analysis ◽

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):

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

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):

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽

Wireless Sensor ◽

Data Reconstruction

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

Consensus-based distributed principal component analysis in wireless sensor networks

10.1109/spawc.2010.5671089 ◽

2010 ◽

Cited By ~ 8

Author(s):

Sergio Valcarcel Macua ◽

Pavle Belanovic ◽

Santiago Zazo

Keyword(s):

Sensor Networks ◽

Principal Component ◽

Component Analysis ◽