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A sharing-and competition-aware framework for cellular network evolution planning
Mobile network operators are facing the difficult task of significantly increasing capacity to
meet projected demand while kee** CAPEX and OPEX down. We argue that …
meet projected demand while kee** CAPEX and OPEX down. We argue that …
Computing on base station behavior using erlang measurement and call detail record
S Zhang, D Yin, Y Zhang, W Zhou - IEEE transactions on …, 2015 - ieeexplore.ieee.org
With the impressive development of wireless devices and growth of mobile users,
telecommunication operators are thirsty for understanding the characteristics of mobile …
telecommunication operators are thirsty for understanding the characteristics of mobile …
Proactive radio resource optimization with margin prediction: A data mining approach
Z Feng, X Li, Q Zhang, W Li - IEEE Transactions on Vehicular …, 2017 - ieeexplore.ieee.org
Driven by the exponential surge on high data rate services, network operators are facing the
challenges of how to enhance the capacity and optimize the coverage in a cost-efficient …
challenges of how to enhance the capacity and optimize the coverage in a cost-efficient …
Understanding and predicting data hotspots in cellular networks
The unprecedented growth in mobile data usage is posing significant challenges to cellular
operators. One key challenge is how to provide quality of service to subscribers when their …
operators. One key challenge is how to provide quality of service to subscribers when their …
Incorporating human movement behavior into the analysis of spatially distributed infrastructure
L Wu, H Leung, H Jiang, H Zheng, L Ma - PloS one, 2016 - journals.plos.org
For the first time in human history, the majority of the world's population resides in urban
areas. Therefore, city managers are faced with new challenges related to the efficiency …
areas. Therefore, city managers are faced with new challenges related to the efficiency …
Temporal‐spatial distribution nature of traffic and base stations in cellular networks
Recent years have witnessed the unprecedented surge of mobile traffic and base stations
(BSs) deployment, which poses severe requirement for future communications systems …
(BSs) deployment, which poses severe requirement for future communications systems …
Learning probabilistic models of cellular network traffic with applications to resource management
Given the exponential increase in broadband cellular traffic it is imperative that scalable
traffic measurement and monitoring techniques be developed to aid various resource …
traffic measurement and monitoring techniques be developed to aid various resource …
Opportunistic traffic scheduling in cellular data networks
Cellular data networks are experiencing a serious capacity crunch in the face of exponential
increase in mobile data traffic volume. New traffic management techniques are needed to …
increase in mobile data traffic volume. New traffic management techniques are needed to …
Understanding data hotspots in cellular networks
The unprecedented growth in mobile data usage is posing significant challenges to cellular
operators. One key challenge is how to provide quality of service to subscribers when their …
operators. One key challenge is how to provide quality of service to subscribers when their …
Cell-to-cell activity prediction for smart cities
In this paper, we analyze data from a large mobile phone provider in Europe, pertaining to
time series of aggregate communication volume A i, j (t)> 0 between cells i and j, for all pairs …
time series of aggregate communication volume A i, j (t)> 0 between cells i and j, for all pairs …