A fluid approach to model and assess the energy level of autonomous devices in iot with solar energy harvesting capability

O Nourredine, D Abderrezak… - 2022 5th International …, 2022 - ieeexplore.ieee.org
This paper proposes new modeling of autonomous devices in Internet of Things (IoT) using
extended Hybrid Petri nets (xHPN). This formulation uses the continuous concept of battery …

A deep learning approach for the diabetic retinopathy detection

R Sebti, S Zroug, L Kahloul, S Benharzallah - The Proceedings of the …, 2021 - Springer
Diabetic retinopathy is a severe retinal disease that can blur or distort the vision of the
patient. It is one of the leading causes of blindness. Early detection of diabetic retinopathy …

Lightweight anonymous authentication and key agreement protocol based on coap of internet of things

X Gong, T Feng - Sensors, 2022 - mdpi.com
To solve the problem regarding the lack of a lightweight and secure authentication and key
agreement protocol in the Constrained Application Protocol of the Internet of Things …

Leveraging the power of machine learning for performance evaluation prediction in wireless sensor networks

S Zroug, I Remadna, L Kahloul… - 2021 International …, 2021 - ieeexplore.ieee.org
Formal methods are widely exploited in the performance evaluation of Wireless Sensor
Networks (WSNs) protocols and algorithms. These methods help researchers to model and …

Towards performance evaluation prediction in WSNs using artificial neural network multi-perceptron

S Zroug, I Remadna, L Kahloul, SL Terrissa… - Cluster …, 2023 - Springer
The use of formal methods in specifying and verifying WSNs protocols attracts several
researchers. However, based practically on state-space exploration, these formal methods …

A new formal approach for performance evaluation of green MAC protocol in energy harvesting WSNs

S Zroug, L Kahloul, S Tigane, N Hamani… - Telecommunication …, 2023 - Springer
Wireless sensor networks (WSNs) are intrinsically energy-constrained networks.
Researchers have proposed the integration of energy harvesting technologies into sensor …

Early prediction of ICU admission within COVID-19 patients using machine learning techniques

I Maouche, SL Terrissa, K Benmohammed… - The Proceedings of the …, 2021 - Springer
The COVID-19 pandemic has become a great challenge for healthcare systems due to the
urgent need for ICUs that exceeded their capacity. Determining critical patients that require …

Boosting RUL prediction using a hybrid deep CNN-BLSTM architecture

I Remadna, SL Terrissa, M Sayah, S Ayad… - Automatic Control and …, 2022 - Springer
Reliable estimation of remaining useful life (RUL) is a critical challenge in prognostics and
health management (PHM), enabling the industry to better schedule future maintenance …

A comprehensive review of energy efficient wireless communication and routing protocols in smart agriculture

V Nandal, S Dahiya - International Journal of Sensor …, 2023 - inderscienceonline.com
In this review, the current applications of wireless sensor networks (WSNs) in the agriculture
field classify and compare various wireless protocols such as ZigBee wireless protocol …

A GSPN-based formalism under infinite-server semantics for reconfigurable WANETs

S Tigane, F Guerrouf, L Kahloul - Computing, 2023 - Springer
Reconfigurable wireless ad hoc networks (R-WANETs) constitute a well-known paradigm of
networks that change their structure to fulfill dynamic requirements and/or respond to their …