Dynamic SDN-based radio access network slicing with deep reinforcement learning for URLLC and eMBB services

A Filali, Z Mlika, S Cherkaoui… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Radio access network (RAN) slicing is a key technology that enables 5G network to support
heterogeneous requirements of generic services, namely ultra-reliable low-latency …

A four-state Markov model for modelling bursty traffic and benchmarking of random early detection

A Abu-Shareha, M Abualhaj… - … Journal of Data and …, 2024 - growingscience.com
Active Queue Management (AQM) techniques are crucial for managing packet transmission
efficiently, maintaining network performance, and preventing congestion in routers …

Artificial Intelligence-Enabled 5G Network Performance Evaluation With Fine Granularity and High Accuracy

Q Zhang, T Zhang, B Chen, J Yan, Z Zhao, X Qin… - IEEE …, 2024 - ieeexplore.ieee.org
Network performance evaluation is crucial in ensuring the effective operation of 5G wireless
networks, offering valuable insights into evaluating network status and user experience …

Estimation of primary channel mean period based on state transition probability in cognitive radio

W Li, G Shentu, X Gao - IEEE Access, 2022 - ieeexplore.ieee.org
Primary channel mean period plays an important role in improving the performance of
Dynamic Spectrum Access (DSA), because many algorithms to improve the performance of …

Performance Analysis of QoS-Oriented OFDMA Protocol Based on IEEE 802.11 ax for Cognitive Radio Network

S Li, H Yang, R Gao, T Jia, H Li - Applied Sciences, 2023 - mdpi.com
To improve the quality of service (QoS) on the internet of medical things, a cognitive radio
(CR) protocol based on orthogonal frequency division multiple access (OFDMA) is …

Analyzing the duration of success and failure in Markov-modulated Bernoulli processes

Y Kim - Journal of the Korean Mathematical Society, 2024 - koreascience.kr
A Markov-modulated Bernoulli process is a generalization of a Bernoulli process in which
the success probability evolves over time according to a Markov chain. It has been widely …

[PDF][PDF] International Journal of Data and Network Science

AA Abu-Sharehaa, MM Abualhajb, A Alshahranic… - 2024 - pdfs.semanticscholar.org
Internet communication has increased the widespread use of network devices, with routers
playing a crucial role in this network infrastructure. Data packets are transmitted through the …

[PDF][PDF] BCAS: A Blockchain Model for Collision Avoidance to Prevent Overtaking Accidents on Roads

N Malik, S Altaf, MA Abbas - 2022 - researchgate.net
__________________________________… vertaking at high speeds, especially on non-
divided roadways, is a leading cause of traffic accidents. During overtaking maneuvers …

[PDF][PDF] Gestion Flexible des Ressources dans Les Réseaux de Nouvelle Génération avec SDN

A Filali - 2021 - savoirs.usherbrooke.ca
La 5G et au-delà de la 5G/6G sont censées dessiner la future croissance économique de
multiples industries verticales en fournissant l'infrastructure réseau nécessaire pour …