Mobility prediction: A survey on state-of-the-art schemes and future applications

H Zhang, L Dai - IEEE access, 2018 - ieeexplore.ieee.org
Recently, mobility has gathered tremendous interest as the users' desire for consecutive
connections and better quality of service has increased. An accurate prediction of user …

Mobility prediction using a weighted Markov model based on mobile user classification

M Yan, S Li, CA Chan, Y Shen, Y Yu - Sensors, 2021 - mdpi.com
The vast amounts of mobile communication data collected by mobile operators can provide
important insights regarding epidemic transmission or traffic patterns. By analyzing historical …

Mobility-aware proactive edge caching optimization scheme in information-centric iov networks

SS Musa, M Zennaro, M Libsie, E Pietrosemoli - Sensors, 2022 - mdpi.com
Edge caching is a promising approach to alleviate the burden on the backhaul of network
links. It has a significant role in the Internet of Vehicle (IoV) networks performance by …

User's mobility history-based mobility prediction in LTE femtocells network

NA Amirrudin, SHS Ariffin… - … International RF and …, 2013 - ieeexplore.ieee.org
Seamless and fast handover is one of main goals in Long Term Evolution (LTE) in
supporting mobility and maintaining user's quality of services. Mobility prediction is a …

Surveillance system in smart cities: a dependability evaluation based on stochastic models

I Gonçalves, L Rodrigues, FA Silva, TA Nguyen, D Min… - Electronics, 2021 - mdpi.com
Surveillance monitoring systems are highly necessary, aiming to prevent many social
problems in smart cities. The internet of things (IoT) nowadays offers a variety of …

Handover optimization and user mobility prediction in LTE femtocells network

M Mandour, F Gebali, AD Elbayoumy… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
Mobility prediction in cellular networks helps in reducing the number of unnecessary
handovers (HO). The deployment of large number of femtocells renders the challenge of …

Efficiency evaluation of handover management techniques in LTE heterogeneous networks

Manoj, S Kumar - Artificial Intelligence and Sustainable Computing for …, 2021 - Springer
Handover management has been considered major factors showing the effectiveness of
each wireless network technology. In this paper, the research has considered the role of …

Performance analysis to evaluate overtaking behavior on highways

JB Othman, L Mokdad - Simulation modelling practice and theory, 2023 - Elsevier
Today, cities are facing new issues with the increase of the population and the massive
urbanization. One of them is the mobility as the cities were not designed to support such …

Towards an optimal management of the 5G cloud-RAN through a spatio-temporal prediction of users' dynamics

A Rago, P Ventrella, G Piro, G Boggia… - 2020 Mediterranean …, 2020 - ieeexplore.ieee.org
In the emerging 5G architecture, the Cloud-Radio Access Network (Cloud-RAN) offers the
possibility to dynamically configure virtual resources and network functionalities very close …

Self‐organising comprehensive handover strategy for multi‐tier LTE‐Advanced heterogeneous networks

M Behjati, JP Cosmas, R Nilavalan… - IET Science …, 2014 - Wiley Online Library
Long term evolution (LTE)‐advanced was introduced as real fourth generation (4G) with its
new features and additional functions, satisfying the growing demands of quality and …