Comparison and analysis on artificial intelligence based data aggregation techniques in wireless sensor networks

H Kumar, PK Singh - Procedia computer science, 2018 - Elsevier
In modern era WSN, data aggregation technique is the challenging area for researchers
from long time. Numbers of researchers have proposed neural network (NN) and fuzzy logic …

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 …

Applying of (SOM, HAC, and RBF) algorithms for data aggregation in wireless sensors networks

AS Abdalkafor, SA Aliesawi - Bulletin of Electrical Engineering and …, 2022 - beei.org
Wireless sensor network (WSN) is one of the most promising technologies due to its size,
cost-effective nature, and its ability to easily deploy in the target environment, as well as for …

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 …

Energy-efficient fuzzy-logic-based data aggregation in wireless sensor networks

S Randhawa, S Jain - Information and Communication Technology for …, 2020 - Springer
Wireless sensor networks have limited processing capability and limited battery power. Due
to large collection of input data, it is difficult to manage the data along with different domains …

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 …

Data aggregation algorithms for wireless sensor network: A review

M Kaur, A Munjal - Ad hoc networks, 2020 - Elsevier
In recent years, wireless sensor network (WSN) is one of the rapidly growing area in various
domains such as disaster relief operation, military applications, health applications, etc. In …

[PDF][PDF] Data fusion and data aggregation/summarization techniques in WSNs: A review

S Chhabra, D Singh - International Journal of Computer Applications, 2015 - Citeseer
Wireless sensor networks are energy constrained networks. Energy consumption in these
networks can be reduced by processing the raw data at individual nodes through the …

[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 …

[PDF][PDF] Analysis of data aggregation techniques in wireless sensor networks

P Patil, U Kulkarni - Int. J. of Computational Engineering & …, 2013 - academia.edu
The main goal of data aggregation algorithms is to gather and aggregate data in Wireless
Sensor Network (WSN) in an energy efficient manner so that network lifetime is enhanced …