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 probabilistic approach to user mobility prediction for wireless services

D Stynes, KN Brown, CJ Sreenan - 2016 International Wireless …, 2016 - ieeexplore.ieee.org
Mobile and wireless networks have long exploited mobility predictions, focused on
predicting the future location of given users, to perform more efficient network resource …

A gaussian mixture model for mobile location prediction

NT An, TM Phuong - … on Research, Innovation and Vision for …, 2007 - ieeexplore.ieee.org
Location prediction is essential for efficient location management in mobile networks. In this
paper, we propose a novel method for predicting the current location of a mobile user and …

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 …

Cluster-aided mobility predictions

J Jeong, M Leconte, A Proutiere - IEEE INFOCOM 2016-the …, 2016 - ieeexplore.ieee.org
Predicting the future location of users in wireless networks has numerous applications, and
can help service providers to improve the quality of service perceived by their clients. The …

An improved method for mobility prediction using a Markov model and density estimation

L Menz, R Herberth, C Luo, F Gauterin… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
The prediction of an individual's future locations is a significant part of scientific researches.
While a variety of solutions have been investigated for the prediction of future locations …

Regularity and conformity: Location prediction using heterogeneous mobility data

Y Wang, NJ Yuan, D Lian, L Xu, X Xie… - Proceedings of the 21th …, 2015 - dl.acm.org
Mobility prediction enables appealing proactive experiences for location-aware services and
offers essential intelligence to business and governments. Recent studies suggest that …

Predictability and prediction of human mobility based on application-collected location data

H Wang, S Zeng, Y Li, D Jin - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
In the modern information society, analysis of human mobility becomes increasingly
essential in various areas such as city planning and resource management. With users' …

Mobility prediction based on machine learning

T Anagnostopoulos, C Anagnostopoulos… - 2011 IEEE 12th …, 2011 - ieeexplore.ieee.org
Mobile applications are required to operate in highly dynamic pervasive computing
environments of dynamic nature and predict the location of mobile users in order to act …

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 …