The analytics and applications on supporting big data framework in wireless surveillance networks

Z Xu - International Journal of Social and Humanistic …, 2017 - inderscienceonline.com
Nowadays, wireless sensor networks (WSNs) are based on techniques more and more
oriented towards image, video and sound processing, hence the recent need of wireless …

Semi-Supervised Clustering-Based DANA Algorithm for Data Gathering and Disease Detection in Healthcare Wireless Sensor Networks (WSN)

A Sinha, T Aljrees, SK Pandey, A Kumar, P Banerjee… - Sensors, 2023 - mdpi.com
Wireless sensor networks (WSNs) have emerged as a promising technology in healthcare,
enabling continuous patient monitoring and early disease detection. This study introduces …

Low energy consumption and data redundancy approach of wireless sensor networks with bigdata

X Fan, W Wei, M Wozniak, Y Li - Information Technology and Control, 2018 - itc.ktu.lt
To reduce the data redundancy and energy consumption caused by the explosive growth of
data in wireless sensor networks, this paper presents a node data image based mean …

Paying attention: big data and social advertising as barriers to ecological change

K Kish - Sustainability, 2020 - mdpi.com
Big data and online media conglomerates have significant power over the behavior of
individuals. Online platforms have become the largest canvas for advertising, and the most …

Distributed estimation and control of mobile sensor networks based only on position measurements

D Jin, W Zeng, H Su, H Zhou… - IET Control Theory & …, 2017 - Wiley Online Library
Most existing distributed estimation and control algorithms for mobile sensor networks rely
on the information of both position and velocity of neighbour sensors. The authors' …

Energy efficiency in wireless networks–a composite review

S Singh, N Saxena, A Roy, HS Kim - IETE Technical Review, 2015 - Taylor & Francis
Energy efficiency is one of the most distinguished area on which several research groups
and organizations across the globe are progressively working. This paper focuses on …

Sensor data aggregation in a multi-layer big data framework

L Karim, MS Al-kahtani - 2016 IEEE 7th Annual Information …, 2016 - ieeexplore.ieee.org
Sensors play a vital role in the growth of big data as they are being used in numerous data-
intensive applications. This paper introduces a multilayer big data aggregation framework …

Data gathering in wireless sensor networks via regular low density parity check matrix

X Song, Y Li - IEEE/CAA Journal of Automatica Sinica, 2017 - ieeexplore.ieee.org
A great challenge faced by wireless sensor networks (WSNs) is to reduce energy
consumption of sensor nodes. Fortunately, the data gathering via random sensing can save …

Fortifying big data infrastructures to face security and privacy issues

T Sutikno, D Stiawan… - … Computing Electronics and …, 2014 - telkomnika.uad.ac.id
The explosion of data available on the internet is very increasing in recent years. One of the
most challenging issues is how to effectively manage such a large amount of data and …

A light-weight opportunistic forwarding protocol with optimized preamble length for low-duty-cycle wireless sensor networks

HM Chen, L Cui, G Zhou - Journal of Computer Science and Technology, 2017 - Springer
In wireless sensor networks, sensed information is expected to be reliably and timely
delivered to a sink in an ad-hoc way. However, it is challenging to achieve this goal because …