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 …

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 …

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 mobility analytical framework for big mobile data in densely populated area

Y Qiao, Y Cheng, J Yang, J Liu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Due to the pervasiveness of mobile devices, a vast amount of geolocated data is generated,
which allows us to gain deep insight into human behavior. Among other data sources, the …

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 …

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 …

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 …

Smooth: a simple way to model human mobility

A Munjal, T Camp, WC Navidi - … of the 14th ACM international conference …, 2011 - dl.acm.org
In addition to being realistic, a mobility model should be easy to understand and use.
Unfortunately, most of the simple mobility models proposed thus far are not realistic and …

Mobility modeling in wireless networks: categorization, smooth movement, and border effects

C Bettstetter - ACM SIGMOBILE Mobile Computing and …, 2001 - dl.acm.org
The movement pattern of mobile users plays an important role in performance analysis of
wireless computer and communication networks. In this paper, we first give an overview and …

Mobility profiler: A framework for discovering mobility profiles of cell phone users

MA Bayir, M Demirbas, N Eagle - Pervasive and Mobile Computing, 2010 - Elsevier
Mobility path information of cell phone users play a crucial role in a wide range of cell phone
applications, including context based search and advertising, early warning systems, city …