A data aggregation approach exploiting spatial and temporal correlation among sensor data in wireless sensor networks

L Dash, BK Pattanayak, SK Mishra, KS Sahoo… - Electronics, 2022 - mdpi.com
Wireless sensor networks (WSNs) have various applications which include zone
surveillance, environmental monitoring, event tracking where the operation mode is long …

Energy-efficient data aggregation techniques for exploiting spatio-temporal correlations in wireless sensor networks

S Kandukuri, J Lebreton, R Lorion… - 2016 Wireless …, 2016 - ieeexplore.ieee.org
The energy-efficient data aggregation in Wireless Sensor Networks (WSNs) has grown as
one of the promising area in many applications. Prior research works have suggested …

Issues of data aggregation methods in wireless sensor network: a survey

S Sirsikar, S Anavatti - Procedia Computer Science, 2015 - Elsevier
Abstract In Wireless Sensor Networks (WSN) sensor nodes are deployed in a region to
sense the information. These sensor nodes sense the similar information and sends it to sink …

SVM based data redundancy elimination for data aggregation in wireless sensor networks

P Patil, U Kulkarni - 2013 international conference on …, 2013 - ieeexplore.ieee.org
The data aggregation is most important in Wireless Sensor Networks (WSN) due to
constraint of resources. There is lot of data redundancy in WSN due to dense deployment …

Spatial correlation based data redundancy elimination for data aggregation in wireless sensor networks

R Maivizhi, P Yogesh - 2020 international conference on …, 2020 - ieeexplore.ieee.org
The dense distributed deployment of Wireless Sensor Networks (WSNs) causes the sensors
to generate big amount of data which are highly correlated and redundant. Transmitting …

Data aggregation techniques in wireless sensors networks (WSNs): Taxonomy and an accurate literature survey

AS Abdalkafor, SA Aliesawi - AIP Conference Proceedings, 2022 - pubs.aip.org
Despite the increasing use of the wireless sensor network in many applications, especially
critical ones, exploiting the full potential of this network is very difficult due to many …

Efficient clustering-based data aggregation techniques for wireless sensor networks

WS Jung, KW Lim, YB Ko, SJ Park - Wireless Networks, 2011 - Springer
In wireless sensor network applications for surveillance and reconnaissance, large amounts
of redundant sensing data are frequently generated. It is important to control these data with …

Similarity-aware data aggregation using fuzzy c-means approach for wireless sensor networks

R Wan, N Xiong, Q Hu, H Wang, J Shang - EURASIP Journal on Wireless …, 2019 - Springer
For resource-constrained IoT systems, data collection is one of the fundamental operations
to reduce the energy dissipation of sensor nodes and improve the network lifetime …

Two tier cluster based data aggregation (TTCDA) in wireless sensor network

D Mantri, NR Prasad, R Prasad… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Wireless Sensor Network (WSN) is used for the monitoring and control applications where
sensor nodes gather data and send it to the sink. Most of the energy of these nodes is …

Optimized data aggregation in wsns using adaptive arma

J Lu, F Valois, M Dohler, MY Wu - 2010 Fourth International …, 2010 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are data centric networks to which data aggregation is a
central mechanism. Nodes in such networks are known to be of low complexity and highly …