Intelligent handover algorithm for vehicle-to-network communications with double-deep Q-learning

K Tan, D Bremner, J Le Kernec… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
For vehicle-to-network communications, handover (HO) management enables vehicles to
maintain the connection with the network while transiting through coverage areas of different …

A survey of machine learning applications to handover management in 5G and beyond

MS Mollel, AI Abubakar, M Ozturk, SF Kaijage… - IEEE …, 2021 - ieeexplore.ieee.org
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication
networks that need to be properly managed since it poses multiple threats to quality-of …

A two-tier machine learning-based handover management scheme for intelligent vehicular networks

N Aljeri, A Boukerche - Ad Hoc Networks, 2019 - Elsevier
With the increasing demand for real-time road safety services and infotainment applications
on vehicles, the development of an efficient wireless mobile communication became crucial …

[PDF][PDF] Artificial intelligence based handover decision and network selection in heterogeneous internet of vehicles

SM Hussain, KM Yusof… - Indones. J. Electr …, 2021 - pdfs.semanticscholar.org
Internet of vehicles (IoV) is an emerging area that gives support for vehicles via internet-
assisted communication. IoV with 5G provides ubiquitous connectivity due to the …

A network selection method for handover in vehicle-to-infrastructure communications in multi-tier networks

E Ndashimye, NI Sarkar, SK Ray - Wireless Networks, 2020 - Springer
Network selection is very important for a successful handover in a multi-tier heterogeneous
networks. However, the primary challenges currently faced by research community is the …

A survey on handover optimization in beyond 5G mobile networks: Challenges and solutions

S Alraih, R Nordin, A Abu-Samah, I Shayea… - IEEE …, 2023 - ieeexplore.ieee.org
Handover (HO) management is essential in mobile cellular networks. It ensures seamless
connectivity to the User Equipment (UE) while moving from one Base Station (BS) to another …

Artificial Intelligence and Machine Learning as key enablers for V2X communications: A comprehensive survey

M Christopoulou, S Barmpounakis, H Koumaras… - Vehicular …, 2023 - Elsevier
The automotive industry is undergoing a profound digital transformation to create
autonomous vehicles. Vehicle-to-Everything (V2X) communications enable the provisioning …

[PDF][PDF] Dynamic Q-learning and fuzzy CNN based vertical handover decision for integration of DSRC, mmwave 5G and LTE in internet of vehicles (IoV).

SM Hussain, KM Yusof, KM Yusof - J. Commun., 2021 - eprints.utm.my
Internet of vehicles commonly known as IOV is a newly emerged area which with the help of
internet assisted communication provides the support to the vehicles. Due to the access of …

Fuzzy logic-based intelligent scheme for enhancing QoS of vertical handover decision in vehicular ad-hoc networks

F Azzali, O Ghazali, MH Omar - IOP Conference Series: Materials …, 2017 - iopscience.iop.org
The design of next generation networks in various technologies under the" Anywhere,
Anytime" paradigm offers seamless connectivity across different coverage. A conventional …

A Multi-criteria based handover algorithm for vehicle-to-infrastructure communications

E Ndashimye, NI Sarkar, SK Ray - Computer Networks, 2021 - Elsevier
Maintaining seamless quality of service (QoS) requirements for ongoing delay sensitive
applications during handover processes for Vehicle-to-Infrastructure (V2I) communication …