Large-scale mobile traffic analysis: a survey
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 …
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
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 …
environment, caused by local disturbances due to construction materials, give rise to noisy …
Spatio-temporal analysis and prediction of cellular traffic in metropolis
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 …
and valuable to mobile users, wireless carriers, and city authorities. Predicting cellular traffic …
Identifying diverse usage behaviors of smartphone apps
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 …
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
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 …
market-changing force for a wide spectrum of businesses and applications such as …
Characterizing and modeling internet traffic dynamics of cellular devices
Understanding Internet traffic dynamics in large cellular networks is important for network
design, troubleshooting, performance evaluation, and optimization. In this paper, we present …
design, troubleshooting, performance evaluation, and optimization. In this paper, we present …
Last-mile navigation using smartphones
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 …
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
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 …
market-changing force for a wide spectrum of businesses and applications such as …
Mobilyzer: An open platform for controllable mobile network measurements
Mobile Internet availability, performance and reliability have remained stubbornly opaque
since the rise of cellular data access. Conducting network measurements can give us insight …
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
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 …
used to model and analyze human-centric mobility. Despite their potential, they are limited in …