Location–based vehicular moving predictions for wireless communication

HT Wu, WS Hsieh - International Journal of Ad Hoc and …, 2012 - inderscienceonline.com
In cellular networks, an important practical issue is how to ensure high–quality service. We
assume all Base Stations (BSs) have a Geographic Information System (GIS) that has a …

Movement prediction models for vehicular networks: an empirical analysis

N Aljeri, A Boukerche - Wireless Networks, 2019 - Springer
In recent years, the role of vehicular networks has become increasingly important for the
future of Intelligent Transportation Systems, as they are useful for providing safety …

Location estimation and trajectory prediction for cellular networks with mobile base stations

PN Pathirana, AV Savkin, S Jha - IEEE Transactions on …, 2004 - ieeexplore.ieee.org
This paper provides mobility estimation and prediction for a variant of the GSM network that
resembles an ad hoc wireless mobile network in which base stations and users are both …

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 …

Future location prediction of mobile subscriber over mobile network using Intra Cell Movement pattern algorithm

M Abo-Zahhad, SM Ahmed… - 2013 1st International …, 2013 - ieeexplore.ieee.org
Location based services (LBS) and their applications are one of the most growing services
based on wireless communication systems. Future location prediction of mobile user results …

Adaptive location prediction strategies based on a hierarchical network model in a cellular mobile environment

SK Das, SK Sen - The Computer Journal, 1999 - academic.oup.com
We present four efficient heuristics (one basic scheme and its three variants) to predict the
location of a mobile user in a cellular wireless network. These location management …

Trajectory inference for mobile devices using connected cell towers

K Perera, T Bhattacharya, L Kulik, J Bailey - Proceedings of the 23rd …, 2015 - dl.acm.org
Trajectory inference from raw location samples of a mobile device is an important task for
many location based services, such as crowd sourced traffic monitoring, fleet management …

[PDF][PDF] A novel mobility prediction algorithm based on LSVR for heterogeneous wireless networks

Z Na, Y Cui, Y Xu, L Chen - International Journal of Future Generation …, 2012 - Citeseer
Mobility prediction algorithm is the significant aspect to improve QoS (Quality of Service) for
heterogeneous wireless networks because it decreases handoff latency and preserves …

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 …

Evaluating mobile signal and location predictability along public transportation routes

H Abou-Zeid, HS Hassanein… - 2015 IEEE Wireless …, 2015 - ieeexplore.ieee.org
Emerging mobility-aware content delivery approaches are being proposed to cope with the
increasing usage of data from vehicular users. The main idea is to forecast the user …