Deep learning for intelligent wireless networks: A comprehensive survey

Q Mao, F Hu, Q Hao - IEEE Communications Surveys & …, 2018 - ieeexplore.ieee.org
As a promising machine learning tool to handle the accurate pattern recognition from
complex raw data, deep learning (DL) is becoming a powerful method to add intelligence to …

The changing usage of a mature campus-wide wireless network

T Henderson, D Kotz, I Abyzov - Proceedings of the 10th annual …, 2004 - dl.acm.org
Wireless Local Area Networks (WLANs) are now commonplace on many academic and
corporate campuses. As" Wi-Fi" technology becomes ubiquitous, it is increasingly important …

Survey of experimental evaluation studies for wireless mesh network deployments in urban areas towards ubiquitous internet

S Vural, D Wei, K Moessner - IEEE Communications Surveys & …, 2012 - ieeexplore.ieee.org
Establishing wireless networks in urban areas that can provide ubiquitous Internet access to
end-users is a central part of the efforts towards defining the Internet of the future. In recent …

Fairness and load balancing in wireless LANs using association control

Y Bejerano, SJ Han, L Li - Proceedings of the 10th annual international …, 2004 - dl.acm.org
Recent studies on operational wireless LANs (WLANs) have shown that user load is often
unevenly distributed among wireless access points (APs). This unbalanced load results in …

Nextplace: a spatio-temporal prediction framework for pervasive systems

S Scellato, M Musolesi, C Mascolo, V Latora… - … , Pervasive 2011, San …, 2011 - Springer
Accurate and fine-grained prediction of future user location and geographical profile has
interesting and promising applications including targeted content service, advertisement …

Analysis of a campus-wide wireless network

D Kotz, K Essien - Proceedings of the 8th annual international …, 2002 - dl.acm.org
Understanding usage patterns in wireless local-area networks (WLANs) is critical for those
who develop, deploy, and manage WLAN technology, as well as those who develop …

Temporal graphs

V Kostakos - Physica A: Statistical Mechanics and its Applications, 2009 - Elsevier
We introduce the idea of temporal graphs, a representation that encodes temporal data into
graphs while fully retaining the temporal information of the original data. This representation …

Access and mobility of wireless PDA users

M McNett, GM Voelker - ACM SIGMOBILE Mobile Computing and …, 2005 - dl.acm.org
In this paper, we analyze the mobility patterns of users of wireless hand-held PDAs in a
campus wireless network using an eleven week trace of wireless network activity. Our study …

A community based mobility model for ad hoc network research

M Musolesi, C Mascolo - Proceedings of the 2nd international workshop …, 2006 - dl.acm.org
Validation of mobile ad hoc network protocols relies almost exclusively on simulation. The
value of the validation is, therefore, highly dependent on how realistic the movement models …

Modeling time-variant user mobility in wireless mobile networks

WJ Hsu, T Spyropoulos, K Psounis… - IEEE INFOCOM 2007 …, 2007 - ieeexplore.ieee.org
Realistic mobility models are important to understand the performance of routing protocols in
wireless ad hoc networks, especially when mobility-assisted routing schemes are employed …