A spatial-temporal correlation approach for data reduction in cluster-based sensor networks

GB Tayeh, A Makhoul, C Perera, J Demerjian - IEEE Access, 2019 - ieeexplore.ieee.org
In a resource-constrained Wireless Sensor Networks (WSNs), the optimization of the
sampling and the transmission rates of each individual node is a crucial issue. A high …

Data transmission reduction formalization for cloud offloading-based IoT systems

A Elouali, H Mora Mora, FJ Mora-Gimeno - Journal of Cloud Computing, 2023 - Springer
Computation offloading is the solution for IoT devices of limited resources and high-cost
processing requirements. However, the network related issues such as latency and …

A lightweight data transmission reduction method based on a dual prediction technique for sensor networks

K Jain, A Kumar - Transactions on Emerging …, 2021 - Wiley Online Library
An essential design concern in a resource‐constraint sensor network is optimizing data
transmission for each sensor node (SN) to prolong the network lifetime. Many research …

Edge-assisted control for healthcare internet of things: A case study on ppg-based early warning score

A Anzanpour, D Amiri, I Azimi, M Levorato… - ACM Transactions on …, 2020 - dl.acm.org
Recent advances in pervasive Internet of Things technologies and edge computing have
opened new avenues for development of ubiquitous health monitoring applications …

DR‐NAP: Data reduction strategy using neural adaptation phenomenon in wireless sensor networks

A Kavitha, K Guravaiah… - International Journal …, 2023 - Wiley Online Library
Summary Internet of Things (IoT) has got significant popularity among the researchers'
community as they have been applied in numerous application domains. Most of the IoT …

Data reduction and frame rate adaptation in wvsn

J Koteich, C Salim, N Mitton - 2021 17th International …, 2021 - ieeexplore.ieee.org
Wireless Video Sensor Networks (WVSNs) are becoming one of the most used technologies
for surveillance and livestock monitoring. They are composed of small embedded video and …

Smart computing and cyber technology for cyberization

X Zhou, FC Delicato, KIK Wang, R Huang - World Wide Web, 2020 - Springer
Following the well-known concepts of computerization and informatization, an emerging era
of cyberization, which is considered as a reformation of the present physical, social and …

Image processing based data reduction technique in WVSN for smart agriculture

J Koteich, C Salim, N Mitton - Computing, 2023 - Springer
Nowadays, to improve animal well being in livestock farming application, a wireless video
sensor network (WVSN) can be deployed to early detect injury and monitor animals. They …

Image similarity based data reduction technique in wireless video sensor networks for smart agriculture

C Salim, N Mitton - … Conference on Advanced Information Networking and …, 2021 - Springer
Nowadays, to improve animal well being in livestock farming or beekeeping application, a
wireless video sensor network (WVSN) can be deployed to early detect injury or Asiatic …

Similarity-based data transmission reduction solution for edge-cloud collaborative AI

A Elouali, H Mora, FJM Gimeno - Proceedings of the 2022 5th Artificial …, 2022 - dl.acm.org
Edge-cloud collaborative processing for IoT data is a relatively new approach that tries to
solve processing and network issues in IoT systems. It consists of splitting the processing …