Mobility prediction based on graphical model learning

H Li, G Ascheid - 2012 IEEE Vehicular Technology Conference …, 2012 - ieeexplore.ieee.org
Existing mobility prediction algorithms focus on predicting the next cell or interesting regions
such as a home zone. But for position-and movement-based optimization of transmission in …

A new Markov-based mobility prediction algorithm for mobile networks

S Bellahsene, L Kloul - European Performance Engineering Workshop, 2010 - Springer
Mobility prediction is an important solution to enable seamless handovers in cellular
networks and the mobility trace is the main information used to perform it. However, using …

A New Methodology for User Equipment Trajectory Prediction in Cellular Networks

J Sánchez-González, O Sallent… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
User mobility prediction can be exploited in cellular networks for different purposes, such as
enhancing the handover process, proactive resource allocation, proactive load balancing …

An improved Markov method for prediction of user mobility

Y Cheng, Y Qiao, J Yang - 2016 12th International Conference …, 2016 - ieeexplore.ieee.org
The developments of Information and Communication Technology (ICT) and Internet of
Things (IoT) are being used to enhance quality, performance and interactivity of urban …

A bidirectional trajectory prediction model for users in mobile networks

N Bahra, S Pierre - IEEE Access, 2021 - ieeexplore.ieee.org
Future mobile networks are envisioned to have critical limitations in terms of latency, energy
usage, capacity and network resources since these networks are expected to become …

Mobility prediction using mobile user profiles

D Barth, S Bellahsene, L Kloul - 2011 IEEE 19th Annual …, 2011 - ieeexplore.ieee.org
In this paper we propose a new approach for mobility prediction. It is based on the notion of
mobile-user profile which corresponds to frequent similar movements of a user. Such a …

Human mobility prediction based on individual and collective geographical preferences

F Calabrese, G Di Lorenzo… - 13th international IEEE …, 2010 - ieeexplore.ieee.org
Understanding and predicting human mobility is a crucial component of transportation
planning and management. In this paper we propose a new model to predict the location of …

Dividing sensitive ranges based mobility prediction algorithm in wireless networks

YL Tang, DJ Deng, Y Yuan, CC Lin… - Proceedings of the 6th …, 2010 - dl.acm.org
As wireless networks have been widely deployed for public mobile services, predicting the
location of a mobile user in wireless networks became an interesting and challenging …

Mobility prediction method for vehicular network using Markov chain

A Hasbollah, SHS Ariffin, N Fisal - Jurnal Teknologi, 2016 - journals.utm.my
This paper proposes mobility prediction technique via Markov Chains with an input of
user’ s mobile data traces to predict the user’ s movement in wireless network. The …

Mobility prediction based on machine learning algorithms

D Wang, Q Zhou, S Partani, A Qiu… - … and Applications; 25th …, 2021 - ieeexplore.ieee.org
Nowadays mobile communication is growing fast in the 5G communication industry. With the
increasing capacity requirements and requirements for quality of experience, mobility …