Data reduction in wireless sensor networks: A hierarchical LMS prediction approach

L Tan, M Wu - IEEE Sensors Journal, 2015 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), due to the restriction of scarce energy, it remains an
open challenge how to schedule the data communications between the sensor nodes and …

Reducing the energy budget in WSN using time series models

F Engmann, FA Katsriku, JD Abdulai… - Wireless …, 2020 - Wiley Online Library
Energy conservation is critical in the design of wireless sensor networks since it determines
its lifetime. Reducing the frequency of transmission is one way of reducing the cost, but it …

Energy-efficient load balancing in wireless sensor network: An application of multinomial regression analysis

RM Zuhairy, MGH Al Zamil - International Journal of …, 2018 - journals.sagepub.com
Wireless sensor networks have become integral components of modern and smart
environments. The main challenge for such important data-acquisition tools is the limited …

Data transmission protocol for reducing the energy consumption in wireless sensor networks

R Alhussaini, AK Idrees, MA Salman - … on new trends in information and …, 2018 - Springer
One of the crucial factors in designing Wireless Sensor Networks (WSNs) is energy
management. In order to save the limited energy of the WSNs, it is essential to reduce the …

Missing data recovery using reconstruction in ocean wireless sensor networks

H Wu, J Xian, J Wang, S Khandge… - Computer …, 2018 - Elsevier
Abstract Ocean Wireless Sensor networks (OWSNs) usually operate under adverse physical
conditions and are not very reliable. In addition, the threat for security adds to adversity …

Fog computing architecture-based data reduction scheme for WSN

H Deng, Z Guo, R Lin, H Zou - 2019 1st International …, 2019 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are widely used in important areas such as smart cities,
security detection, and environmental monitoring. However, as the volume of sensor data …

Strengthening barrier-coverage of static sensor network with mobile sensor nodes

B Xu, Y Zhu, D Kim, D Li, H Jiang, AO Tokuta - Wireless Networks, 2016 - Springer
A wireless sensor network (WSN) provides a barrier-coverage over an area of interest if no
intruder can enter the area without being detected by the WSN. Recently, barrier-coverage …

An adaptive prediction strategy with clustering in wireless sensor network

R Kumar, V Jain, N Chauhan, N Chand - International Journal of Wireless …, 2020 - Springer
Abstract In Wireless Sensor Network, sensed data reflects two types of correlations of
physical attributes: spatial and temporal. In this paper, a scheme named, Adaptive Prediction …

A bayesian and smart gateway based communication for noisy iot scenario

C Razafimandimby, V Loscri… - 2017 International …, 2017 - ieeexplore.ieee.org
Nowadays, Internet of Things (IoT) coupled with cloud computing begins to take an
important place in economic systems and in society daily life. It has got a large success in …

Efficient Bayesian communication approach for smart agriculture applications

C Razafimandimby, V Loscri… - 2017 IEEE 86th …, 2017 - ieeexplore.ieee.org
To meet the food demand of the future, farmers are turning to the Internet of Things (IoT) for
advanced analytics. In this case, data generated by sensor nodes and collected by farmers …