Data traffic management based on compression and MDL techniques for smart agriculture in IoT

AKM Al-Qurabat, ZA Mohammed… - Wireless Personal …, 2021 - Springer
The sector of agriculture facing numerous challenges for the proper utilization of its natural
resources. For that reason, and to the growing risk of changing weather conditions, we must …

Energy-efficient data transmission and aggregation protocol in periodic sensor networks based fog computing

AK Idrees, AKM Al-Qurabat - Journal of Network and Systems …, 2021 - Springer
Abstract The Periodic Sensor Networks based fog computing of the Internet of Things (IoT)
represents one of the most providers of the big data on the network because it is …

[PDF][PDF] Perceptually important points-based data aggregation method for wireless sensor networks

IDI Saeedi, AKM Al-Qurabat - Baghdad Science Journal, 2022 - iasj.net
The transmitting and receiving of data consume the most resources in Wireless Sensor
Networks (WSNs). The energy supplied by the battery is the most important resource …

An energy-saving data aggregation method for wireless sensor networks based on the extraction of extrema points

IDI Saeedi, AKM Al-Qurabat - AIP conference proceedings, 2022 - pubs.aip.org
The wireless sensor network (WSN) has been among the fast-growing areas in recent years
in different fields, like health applications, military applications, the operations of disaster …

Energy-efficient sensor data collection approach for industrial process monitoring

H Harb, A Makhoul - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
The use of wireless sensor network for industrial applications has attracted much attention
from both academic and industrial sectors. It enables a continuous monitoring, controlling …

Important extrema points extraction-based data aggregation approach for elongating the WSN lifetime

AKM Al-Qurabat, HM Salman… - International Journal of …, 2022 - inderscienceonline.com
Energy conservation is one of the most basic problems of wireless sensor networks. Energy
of sensor nodes is limited, so effective energy usage is important. Data aggregation helps to …

An LSTM-based distributed scheme for data transmission reduction of IoT systems

A Fathalla, K Li, A Salah, MF Mohamed - Neurocomputing, 2022 - Elsevier
The growth of the number of connected devices in Internet of Things (IoT) systems causes a
huge increase in network traffic. Thus, there is a significant demand for systems that can …

[HTML][HTML] AGRO: A smart sensing and decision-making mechanism for real-time agriculture monitoring

K Koteish, H Harb, M Dbouk, C Zaki… - Journal of King Saud …, 2022 - Elsevier
Nowadays, the agriculture constitutes one of the leading sources of foods and it contributes
to the national income and livelihood of most countries. However, in the last two decades …

Two-level energy-efficient data reduction strategies based on SAX-LZW and hierarchical clustering for minimizing the huge data conveyed on the internet of things …

AKM Al-Qurabat, SA Abdulzahra, AK Idrees - The Journal of …, 2022 - Springer
Abstract The Internet of things (IoT) is an omnipresent system that can be accessed from a
long distance, linking a variety of devices (things), including wireless sensor networks …

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 …