Machine learning in wireless sensor networks: Algorithms, strategies, and applications

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) monitor dynamic environments that change rapidly over
time. This dynamic behavior is either caused by external factors or initiated by the system …

Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities

P Nayak, GK Swetha, S Gupta, K Madhavi - Measurement, 2021 - Elsevier
Energy conservation is the primary task in Wireless Sensor Networks (WSNs) as these tiny
sensor nodes are the backbone of today's Internet of Things (IoT) applications. These nodes …

Evolution and sustainability of a wildlife monitoring sensor network

V Dyo, SA Ellwood, DW Macdonald… - Proceedings of the 8th …, 2010 - dl.acm.org
As sensor network technologies become more mature, they are increasingly being applied
to a wide variety of applications, ranging from agricultural sensing to cattle, oceanic and …

Dynamic power management in wireless sensor networks: State-of-the-art

W Dargie - IEEE Sensors Journal, 2011 - ieeexplore.ieee.org
In the last few years, interest in wireless sensor networks has increased considerably. These
networks can be useful for a large number of applications, including habitat monitoring …

Radio frequency energy harvesting and management for wireless sensor networks

AM Zungeru, LM Ang… - Green mobile devices …, 2012 - api.taylorfrancis.com
Radio frequency (RF) energy harvesting holds a promising future for generating a small
amount of electrical power to drive partial circuits in wireless communicating electronics …

The design and implementation of a declarative sensor network system

D Chu, L Popa, A Tavakoli, JM Hellerstein… - Proceedings of the 5th …, 2007 - dl.acm.org
Sensor networks are notoriously difficult to program, given that they encompass the
complexities of both distributed and embedded systems. To address this problem, we …

WILDSENSING: Design and deployment of a sustainable sensor network for wildlife monitoring

V Dyo, SA Ellwood, DW Macdonald… - ACM Transactions on …, 2012 - dl.acm.org
The increasing adoption of wireless sensor network technology in a variety of applications,
from agricultural to volcanic monitoring, has demonstrated their ability to gather data with …

Green computing for wireless sensor networks: Optimization and Huffman coding approach

Aanchal, S Kumar, O Kaiwartya… - Peer-to-Peer Networking …, 2017 - Springer
Lifetime maximization has witnessed continuous attention from academia as well as
industries right from the inception of Wireless Sensor Networks (WSNs). Recently, mobile …

SenseCode: Network coding for reliable sensor networks

L Keller, E Atsan, K Argyraki, C Fragouli - ACM Transactions on Sensor …, 2013 - dl.acm.org
Designing a communication protocol for sensor networks often involves obtaining the right
trade-off between energy efficiency and end-to-end packet error rate. In this article, we show …

Data cleansing for energy-saving: a case of Cyber-Physical Machine Tools health monitoring system

C Deng, R Guo, C Liu, RY Zhong… - International Journal of …, 2018 - Taylor & Francis
Cyber-Physical Production Systems (CPPS) often use wireless sensor networks (WSNs) for
monitoring purposes. However, data from WSNs may be inaccurate and unreliable due to …