Predictivemobility models based on kth markov models

Lassabe, Canalda, Chatonnay… - 2006 ACS/IEEE …, 2006 - ieeexplore.ieee.org
With the massive arrival of wireless networks, the mobility of the terminals increases with the
interconnections. New problems, such as mobile multimedia content streaming, arise with …

Modeling users' mobility among WiFi access points

M Kim, D Kotz - Papers presented at the 2005 workshop on Wireless …, 2005 - usenix.org
Modeling movements of users is important for simulating wireless networks, but current
models often do not reflect real movements. Using real mobility traces, we can build a …

Accurate mobility modeling and location prediction based on pattern analysis of handover series in mobile networks

P Fülöp, K Lendvai, T Szálka, S Imre… - Proceedings of the 6th …, 2008 - dl.acm.org
The efficient dimensioning of cellular wireless access networks depends highly on the
accuracy of the underlying mathematical models of user distribution and traffic estimations …

Markov modulated Bi-variate gaussian processes for mobility modeling and location prediction

P Salvador, A Nogueira - NETWORKING 2011: 10th International IFIP TC …, 2011 - Springer
A general-purpose and useful mobility model must be able to describe complex movement
dynamics, correlate movement dynamics with the nodes geographic position and be …

A mobility model based on WLAN traces and its validation

C Tuduce, T Gross - … IEEE 24th Annual Joint Conference of the …, 2005 - ieeexplore.ieee.org
The simulation of mobile networks calls for a mobility model to generate the trajectories of
the mobile users (or nodes). It has been shown that the mobility model has a major influence …

Modeling steady-state and transient behaviors of user mobility: formulation, analysis, and application

JK Lee, JC Hou - Proceedings of the 7th ACM international symposium …, 2006 - dl.acm.org
Recent studies on mobility modeling have focused on characterizing user mobility from real
traces of wireless LANs (WLANs) and creating mobility models based on such …

Modeling cellular user mobility using a leap graph

W Dong, N Duffield, Z Ge, S Lee, J Pang - Passive and Active …, 2013 - Springer
User mobility prediction can enable a mobile service provider to optimize the use of its
network resources, eg, through coordinated selection of base stations and intelligent content …

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 …

[PDF][PDF] An activity based mobility prediction strategy using markov modeling for wireless networks

RV Mathivaruni, V Vaidehi - Proceedings of the world congress on …, 2008 - iaeng.org
The foremost objective of a wireless network is to facilitate the communication of mobile
users regardless of their point of attachment to the network. The system must discern the …

The challenges of accurate mobility prediction for ultra mobile users

J Kim, A Helmy - ACM SIGMOBILE Mobile Computing and …, 2010 - dl.acm.org
Realistic modeling of user mobility is one of the most critical research areas in wireless
networks. Currently, several mobility models are proposed based on the analysis of real …