Big data challenges and data aggregation strategies in wireless sensor networks

S Boubiche, DE Boubiche, A Bilami… - IEEE access, 2018 - ieeexplore.ieee.org
The emergence of new data handling technologies and analytics enabled the organization
of big data in processes as an innovative aspect in wireless sensor networks (WSNs). Big …

Data aggregation in wireless sensor networks: Previous research, current status and future directions

S Randhawa, S Jain - Wireless Personal Communications, 2017 - Springer
Wireless sensor networks (WSNs) consist of large number of small sized sensor nodes,
whose main task is to sense the desired phenomena in a particular region of interest. These …

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 …

Big data collection in large-scale wireless sensor networks

AC Djedouboum, AA Abba Ari, AM Gueroui… - Sensors, 2018 - mdpi.com
Data collection is one of the main operations performed in Wireless Sensor Networks
(WSNs). Even if several interesting approaches on data collection have been proposed …

Data mining and fusion techniques for WSNs as a source of the big data

MM Fouad, NE Oweis, T Gaber, M Ahmed… - Procedia Computer …, 2015 - Elsevier
The wide adoption of the Wireless Senor Networks (WSNs) applications around the world
has increased the amount of the sensor data which contribute to the complexity of Big Data …

A survey on data aggregation techniques in IoT sensor networks

S Abbasian Dehkordi, K Farajzadeh, J Rezazadeh… - Wireless …, 2020 - Springer
There is a growing interest in using wireless sensor technologies in various Internet of things
scenarios. Considering the huge growth of smart objects and their applications, the need to …

Wireless sensor networks for big data systems

BS Kim, KI Kim, B Shah, F Chow, KH Kim - Sensors, 2019 - mdpi.com
Before discovering meaningful knowledge from big data systems, it is first necessary to build
a data-gathering infrastructure. Among many feasible data sources, wireless sensor …

The impact of data aggregation on the performance of wireless sensor networks

K Akkaya, M Demirbas… - … and Mobile Computing, 2008 - Wiley Online Library
With the increasing need for different energy saving mechanisms in Wireless Sensor
Networks (WSNs), data aggregation techniques for reducing the number of data …

[PDF][PDF] Features of WSN and Data Aggregation techniques in WSN: A Survey

S Mishra, H Thakkar - Int. J. Eng. Innov. Technol.(IJEIT), 2012 - researchgate.net
Sensor networks consist of several sensor nodes which co-operatively send sensed data to
base station. One of the critical constraints of sensor nodes is the power consumption …

Data aggregation in wireless sensor network

PD Patel, PB Lapsiwala… - International Journal of …, 2012 - indianjournals.com
The fast advancement of hardware technology has enabled the development of tiny and
powerful sensor nodes, which are capable of sensing, computation and wireless …