A Survey About Prediction-Based Data Reduction in Wireless Sensor Networks

Gabriel Martins Dias; Boris Bellalta; Simon Oechsner

doi:10.1145/2996356

A Survey About Prediction-Based Data Reduction in Wireless Sensor Networks

ACM Computing Surveys ◽

10.1145/2996356 ◽

2016 ◽

Vol 49 (3) ◽

pp. 1-35 ◽

Cited By ~ 29

Author(s):

Gabriel Martins Dias ◽

Boris Bellalta ◽

Simon Oechsner

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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On improving the lifespan of wireless sensor networks with fuzzy based clustering and machine learning based data reduction

Applied Soft Computing ◽

10.1016/j.asoc.2019.105610 ◽

2019 ◽

Vol 83 ◽

pp. 105610 ◽

Cited By ~ 9

Author(s):

S. Radhika ◽

P. Rangarajan

Keyword(s):

Machine Learning ◽

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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Data Reduction Algorithms for Wireless Sensor Networks Applications: Review

2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) ◽

10.1109/hora52670.2021.9461309 ◽

2021 ◽

Author(s):

M. K. Hussein

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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Predictive Data Reduction in Wireless Sensor Networks Using Selective Filtering for Engine Monitoring

Wireless Sensor and Mobile Ad-Hoc Networks ◽

10.1007/978-1-4939-2468-4_6 ◽

2015 ◽

pp. 129-148 ◽

Cited By ~ 3

Author(s):

David James McCorrie ◽

Elena Gaura ◽

Keith Burnham ◽

Nigel Poole ◽

Roger Hazelden

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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A new in-network data reduction mechanism to gather data for mining wireless sensor networks

Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems - MSWiM '07 ◽

10.1145/1298126.1298141 ◽

2007 ◽

Cited By ~ 2

Author(s):

Azzedine Boukerche ◽

Samer Samarah

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor ◽

Network Data ◽

Reduction Mechanism

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Data Reduction Algorithms based on Computational Intelligence for Wireless Sensor Networks Applications

2019 IEEE 9th Symposium on Computer Applications & Industrial Electronics (ISCAIE) ◽

10.1109/iscaie.2019.8743665 ◽

2019 ◽

Cited By ~ 1

Author(s):

Jiwa Abdullah ◽

M. K. Hussien ◽

N. A. M. Alduais ◽

M. I. Husni ◽

Ansar Jamil

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Computational Intelligence ◽

Wireless Sensor

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Data Reduction Using NMF for Outlier Detection Method in Wireless Sensor Networks

Advances in Intelligent Systems and Computing - Fourth International Congress on Information and Communication Technology ◽

10.1007/978-981-32-9343-4_3 ◽

2020 ◽

pp. 23-30

Author(s):

Oussama Ghorbel ◽

Hamoud Alshammari ◽

Mohammed Aseeri ◽

Radhia Khdhir ◽

Mohamed Abid

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Outlier Detection ◽

Data Reduction ◽

Detection Method ◽

Wireless Sensor

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Data Reduction Algorithms for Wireless Sensor Networks in Environment Monitoring and Warning Applications

2012 Fourth International Conference on Computational Intelligence, Modelling and Simulation ◽

10.1109/cimsim.2012.36 ◽

2012 ◽

Author(s):

Vuong Dao Vy ◽

Trinh Hoai An ◽

Vuong Dao Nghe ◽

Bui Dinh Tu ◽

Hoa Quang Du

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor ◽

Environment Monitoring

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Maximizing the Lifetime of Wireless Sensor Networks through Intelligent Clustering and Data Reduction Techniques

2009 IEEE Wireless Communications and Networking Conference ◽

10.1109/wcnc.2009.4917803 ◽

2009 ◽

Cited By ~ 10

Author(s):

Mario Cordina ◽

C. J. Debono

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor ◽

Reduction Techniques

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Prolonging the lifetime of wireless sensor networks using prediction based data reduction scheme

2014 International Conference on Signal Processing and Integrated Networks (SPIN) ◽

10.1109/spin.2014.6776990 ◽

2014 ◽

Cited By ~ 7

Author(s):

Dhirendra Pratap Singh ◽

Vikrant Bhateja ◽

Surender Kumar Soni

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor ◽

Reduction Scheme

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Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks

Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems - SenSys '11 ◽

10.1145/2070942.2070948 ◽

2011 ◽

Cited By ~ 13

Author(s):

Lu Su ◽

Jing Gao ◽

Yong Yang ◽

Tarek F. Abdelzaher ◽

Bolin Ding ◽

...

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Reduction ◽

Wireless Sensor

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