Building realistic mobility models from coarse-grained traces

J Yoon, BD Noble, M Liu, M Kim - … of the 4th international Conference on …, 2006 - dl.acm.org
In this paper we present a trace-driven framework capable of building realistic mobility
models for the simulation studies of mobile systems. With the goal of realism, this framework …

Extracting a mobility model from real user traces

M Kim, D Kotz, S Kim - 2006 - digitalcommons.dartmouth.edu
Understanding user mobility is critical for simulations of mobile devices in a wireless
network, but current mobility models often do not reflect real user movements. In this paper …

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 …

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 …

Data-driven human mobility modeling: a survey and engineering guidance for mobile networking

A Hess, KA Hummel, WN Gansterer… - ACM Computing Surveys …, 2015 - dl.acm.org
Over the last decades, modeling of user mobility has become increasingly important in
mobile networking research and development. This has led to the adoption of modeling …

A meta-model and framework for user mobility in mobile networks

I Stepanov, J Hahner, C Becker, J Tian… - The 11th IEEE …, 2003 - ieeexplore.ieee.org
Mobility patterns play an important role for performance evaluations of mobile networks. To
simulate user movement, existing simulation tools provide only a few simple mobility models …

User mobility from the view of cellular data networks

Y Zhang - IEEE INFOCOM 2014-IEEE Conference on Computer …, 2014 - ieeexplore.ieee.org
Understanding the user mobility is essential to resource optimization and algorithm
evaluation in mobile networks, such as network planning, content distribution, and …

Characterizing and modeling people movement from mobile phone sensing traces

L Vu, P Nguyen, K Nahrstedt… - Pervasive and Mobile …, 2015 - Elsevier
With the ubiquity of mobile phones, a high accuracy of characterizing and modeling people
movement is achievable. The knowledge about people's mobility enables many applications …

Slaw: A new mobility model for human walks

K Lee, S Hong, SJ Kim, I Rhee… - IEEE INFOCOM 2009, 2009 - ieeexplore.ieee.org
Simulating human mobility is important in mobile networks because many mobile devices
are either attached to or controlled by humans and it is very hard to deploy real mobile …

Impact: Investigation of mobile-user patterns across university campuses using wlan trace analysis

W Hsu, A Helmy - arXiv preprint cs/0508009, 2005 - arxiv.org
We conduct the most comprehensive study of WLAN traces to date. Measurements collected
from four major university campuses are analyzed with the aim of developing fundamental …