Evaluating location predictors with extensive Wi-Fi mobility data

L Song, D Kotz, R Jain, X He - ACM SIGMOBILE Mobile Computing and …, 2003 - dl.acm.org
A fundamental problem in mobile computing and wireless networks is the ability to track and
predict the location of mobile devices. An accurate location predictor can significantly …

Evaluating next-cell predictors with extensive Wi-Fi mobility data

L Song, D Kotz, R Jain, X He - IEEE transactions on mobile …, 2006 - ieeexplore.ieee.org
Location is an important feature for many applications, and wireless networks may serve
their clients better by anticipating client mobility. As a result, many location predictors have …

A data mining approach for location prediction in mobile environments

G Yavaş, D Katsaros, Ö Ulusoy… - Data & Knowledge …, 2005 - Elsevier
Mobility prediction is one of the most essential issues that need to be explored for mobility
management in mobile computing systems. In this paper, we propose a new algorithm for …

A predictive location model for location-based services

HA Karimi, X Liu - Proceedings of the 11th ACM international symposium …, 2003 - dl.acm.org
Location-Based Services (LBSs) utilize information about users' locations through location-
aware mobile devices to provide services, such as nearest features of interest, they request …

A survey for mobility big data analytics for geolocation prediction

G Xu, S Gao, M Daneshmand… - IEEE Wireless …, 2016 - ieeexplore.ieee.org
Geolocation prediction (GP) can be applied to geolocation-based services (GBS), which
could provide future services for application users and expand its field of application. Typical …

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 …

Reducing the calibration effort for probabilistic indoor location estimation

X Chai, Q Yang - IEEE Transactions on Mobile Computing, 2007 - ieeexplore.ieee.org
WLAN location estimation based on 802.11 signal strength is becoming increasingly
prevalent in today's pervasive computing applications. Among the well-established location …

Predictability of WLAN mobility and its effects on bandwidth provisioning

L Song, U Deshpande, UC Kozat, D Kotz, R Jain - 2006 - digitalcommons.dartmouth.edu
Wireless local area networks (WLANs) are emerging as a popular technology for access to
the Internet and enterprise networks. In the long term, the success of WLANs depends on …

Been there, done that: What your mobility traces reveal about your behavior

V Etter, M Kafsi, E Kazemi - … , in conjunction with int. conf. on …, 2012 - infoscience.epfl.ch
Mobility is a central aspect of our life; the locations we visit reflect our tastes and lifestyle and
shape our social relationships. The ability to foresee the places a user will visit is therefore …

Mobility modelling and trajectory prediction for cellular networks with mobile base stations

PN Pathirana, AV Savkin, S Jha - … on Mobile ad hoc networking & …, 2003 - dl.acm.org
This paper provides mobility estimation and prediction for a variant of GSM network which
resembles an adhoc wireless mobile network where base stations and users are both …