Large-scale mobile traffic analysis: a survey

D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …

Magicol: Indoor localization using pervasive magnetic field and opportunistic WiFi sensing

Y Shu, C Bo, G Shen, C Zhao, L Li… - IEEE Journal on …, 2015 - ieeexplore.ieee.org
Anomalies of the omnipresent earth magnetic (ie, geomagnetic) field in an indoor
environment, caused by local disturbances due to construction materials, give rise to noisy …

Spatio-temporal analysis and prediction of cellular traffic in metropolis

X Wang, Z Zhou, F **ao, K **ng, Z Yang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Understanding and predicting cellular traffic at large-scale and fine-granularity is beneficial
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …

Identifying diverse usage behaviors of smartphone apps

Q Xu, J Erman, A Gerber, Z Mao, J Pang… - Proceedings of the …, 2011 - dl.acm.org
Smartphone users are increasingly shifting to using apps as" gateways" to Internet services
rather than traditional web browsers. App marketplaces for iOS, Android, and Windows …

A first look at cellular machine-to-machine traffic: large scale measurement and characterization

MZ Shafiq, L Ji, AX Liu, J Pang, J Wang - … performance evaluation review, 2012 - dl.acm.org
Cellular network based Machine-to-Machine (M2M) communication is fast becoming a
market-changing force for a wide spectrum of businesses and applications such as …

Characterizing and modeling internet traffic dynamics of cellular devices

MZ Shafiq, L Ji, AX Liu, J Wang - ACM SIGMETRICS Performance …, 2011 - dl.acm.org
Understanding Internet traffic dynamics in large cellular networks is important for network
design, troubleshooting, performance evaluation, and optimization. In this paper, we present …

Last-mile navigation using smartphones

Y Shu, KG Shin, T He, J Chen - Proceedings of the 21st annual …, 2015 - dl.acm.org
Although GPS has become a standard component of smartphones, providing accurate
navigation during the last portion of a trip remains an important but unsolved problem …

Large-scale measurement and characterization of cellular machine-to-machine traffic

MZ Shafiq, L Ji, AX Liu, J Pang… - IEEE/ACM transactions …, 2013 - ieeexplore.ieee.org
Cellular network-based machine-to-machine (M2M) communication is fast becoming a
market-changing force for a wide spectrum of businesses and applications such as …

Mobilyzer: An open platform for controllable mobile network measurements

A Nikravesh, H Yao, S Xu, D Choffnes… - Proceedings of the 13th …, 2015 - dl.acm.org
Mobile Internet availability, performance and reliability have remained stubbornly opaque
since the rise of cellular data access. Conducting network measurements can give us insight …

TRANSIT: Fine-grained human mobility trajectory inference at scale with mobile network signaling data

L Bonnetain, A Furno, NE El Faouzi, M Fiore… - … Research Part C …, 2021 - Elsevier
Call detail records (CDR) collected by mobile phone network providers have been largely
used to model and analyze human-centric mobility. Despite their potential, they are limited in …