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 …

Movement prediction in wireless networks using mobility traces

PS Prasad, P Agrawal - 2010 7th IEEE Consumer …, 2010 - ieeexplore.ieee.org
Wireless user-mobility prediction has been investigated from various angles to improve
network performance. Student populations in campuses, pedestrian and vehicular …

Behavior-based mobility prediction for seamless handoffs in mobile wireless networks

W Wanalertlak, B Lee, C Yu, M Kim, SM Park, WT Kim - Wireless networks, 2011 - Springer
The field of wireless networking has received unprecedented attention from the research
community during the last decade due to its great potential to create new horizons for …

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 …

Big data driven hidden Markov model based individual mobility prediction at points of interest

Q Lv, Y Qiao, N Ansari, J Liu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
With the emergence of smartphones and location-based services, user mobility prediction
has become a critical enabler for a wide range of applications, like location-based …

Mobility prediction in cellular network using hidden markov model

H Si, Y Wang, J Yuan, X Shan - 2010 7th IEEE consumer …, 2010 - ieeexplore.ieee.org
In next generation networks, mobile communication calls for service with higher quality,
which brings new challenge for mobility management. Thereinto, utilization and …

A destination and mobility path prediction scheme for mobile networks

A Nadembega, A Hafid, T Taleb - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Mobile multimedia services are gaining great momentum among subscribers of mobile
networks (MNs). An understanding of the network traffic behavior is essential in the evolution …

Exploring trajectory prediction through machine learning methods

C Wang, L Ma, R Li, TS Durrani, H Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
Human mobility prediction is of great importance in a wide range of modern applications in
different fields such as personalized recommendation systems, the fifth-generation (5G) …

A data mining approach for location prediction in mobile environments

G Yavaş, D Katsaros, Ö Ulusoy… - Data & Knowledge …, 2005 - Elsevier
Mobility prediction is one of the most essential issues that need to be explored for mobility
management in mobile computing systems. In this paper, we propose a new algorithm for …

Spatiotemporal mobility prediction in proactive self-organizing cellular networks

H Farooq, A Imran - IEEE Communications Letters, 2016 - ieeexplore.ieee.org
Mobility prediction, one of the key enablers of proactive self-organizing networks, aims at
efficient management of future cellular networks, which are envisaged to be extremely …