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 …

Comparison of different data prediction methods for wireless sensor networks

B Risteska Stojkoska, K Mahoski - 2013 - repository.ukim.mk
Different data reduction strategies have been developed in order to reduce the energy
consumption in wireless sensor networks (WSN). Most of them reduce the amount of sent …

Reducing the data transmission in WSNs using time series prediction model

SK Soni, N Chand, DP Singh - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are used for continuously monitoring some physical
phenomenon like temperature, humidity etc over a large geographical area. But the limited …

Energy conservation through data prediction in wireless sensor networks

G Krishna, SK Singh, JP Singh… - Proceedings of 3rd …, 2018 - papers.ssrn.com
Energy conservation is one of the main issue in wireless sensor networks (WSNs) which
needs to be minimize. In WSNs, the sensor nodes have generally limited supply of energy …

Applications of prediction approaches in wireless sensor networks

F Engmann, KS Adu-Manu, JD Abdulai… - Wireless sensor …, 2021 - books.google.com
Abstract Wireless Sensor Networks (WSNs) collect data and continuously monitor ambient
data such as temperature, humidity and light. The continuous data transmission of energy …

A review of current prediction techniques for extending the lifetime of wireless sensor networks

WB Nedham, AKM Al-Qurabat - International Journal of …, 2023 - inderscienceonline.com
The possibility for broad usage of Wireless Sensor Networks (WSNs) in many various
sectors, such as environmental monitoring, security, home automation and many others, has …

Towards in-network data prediction in wireless sensor networks

TB Matos, A Brayner, JEB Maia - … of the 2010 ACM Symposium on …, 2010 - dl.acm.org
Researches in Wireless Sensor Networks (WSN) have been focused on saving power in
sensor nodes. An efficient strategy to achieve this goal is to reduce the amount of data sent …

Extending the lifetime of sensor networks using prediction and scheduling

JC Lim, CJ Bleakley - 2008 International Conference on …, 2008 - ieeexplore.ieee.org
Power consumption in wireless sensor networks (WSNs) is a very important issue. Using
measured sensor network data, this paper shows that it is possible to conserve a significant …

Sensor node lifetime prolonging

M Kosanovic, M Stojcev - 2012 20th Telecommunications …, 2012 - ieeexplore.ieee.org
Battery life extension is the main driver for energy-efficient wireless sensor network (WSN)
design. Sensor nodes (SNs), as constituents of WSN, are battery-powered devices and have …

A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks

GB Tayeh, A Makhoul, D Laiymani… - Pervasive and Mobile …, 2018 - Elsevier
Many approaches have been proposed in the literature to reduce energy consumption in
Wireless Sensor Networks (WSNs). Influenced by the fact that radio communication and …