Scope of machine learning applications for addressing the challenges in next‐generation wireless networks

RK Samanta, B Sadhukhan… - CAAI Transactions …, 2022 - Wiley Online Library
The convenience of availing quality services at affordable costs anytime and anywhere
makes mobile technology very popular among users. Due to this popularity, there has been …

Ubiquitous learning models for 5G communication network utility maximization through utility-based service function chain deployment

FY Alghayadh, JVN Ramesh, A Quraishi… - Computers in Human …, 2024 - Elsevier
The main problem of deploying service function chains in virtualized 5G networks is dealt
with in wireless 5G communications and effective ubiquitous learning models. The aim is to …

Towards a secure ITS: Overview, challenges and solutions

L Sleem, HN Noura, R Couturier - Journal of Information Security and …, 2020 - Elsevier
Abstract Intelligent Transportation Systems (ITS), the heart of the new revolution of smart
transport, has evolved from the well-known Vehicular Ad hoc Networks (VANETs) to become …

Survey of radio resource management in 5G heterogeneous networks

S Manap, K Dimyati, MN Hindia, MSA Talip… - IEEE …, 2020 - ieeexplore.ieee.org
Radio resource management (RRM) for future fifth-generation (5G) heterogeneous networks
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …

Resource slicing and customization in RAN with dueling deep Q-network

G Sun, K Xiong, GO Boateng, G Liu, W Jiang - Journal of Network and …, 2020 - Elsevier
The emerging future generation 5G technology is expected to support service-oriented
virtualized networks where different network applications provide unique services. 5G …

Mobile demand forecasting via deep graph-sequence spatiotemporal modeling in cellular networks

L Fang, X Cheng, H Wang… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The demand forecasting plays a crucial role in the predictive physical and virtualized
network management in cellular networks, which can effectively reduce both the capital and …

User-centric base-station wireless access virtualization for future 5G networks

S Zaidi, OB Smida, S Affes… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
User-centric wireless access virtualization (WAV) allows each user to be served by a set of
carefully selected transmission points (TPs) forming a user-specific virtual base station …

Throughput analysis of low-latency IoT systems with QoS constraints and finite blocklength codes

Y Hu, Y Li, MC Gursoy, S Velipasalar… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a promising paradigm to connect massive number of devices in
future wireless communications while satisfying various quality of service (QoS) …

A blockchain-IoT platform for the smart pallet pooling management

CH Wu, YP Tsang, CKM Lee, WK Ching - Sensors, 2021 - mdpi.com
Pallet management as a backbone of logistics and supply chain activities is essential to
supply chain parties, while a number of regulations, standards and operational constraints …

[PDF][PDF] Road to 5G: Key Enabling Technologies.

S El Hassani, A Haidine, H Jebbar - J. Commun., 2019 - researchgate.net
The research on 5G systems is intensively conducted in order to deliver systems by 2020,
driven by the exponentially increasing internet traffic, in addition to the emergence of new …