Clustering and prediction of mobile user routes from cellular data

K Laasonen - Knowledge Discovery in Databases: PKDD 2005: 9th …, 2005 - Springer
… From our earlier work we will be building on the concepts of cell clusters and bases. If …
cells even when the user is not moving. This oscillation is handled by clustering cells with our …

Coordinated multipoint transmission in dense cellular networks with user-centric adaptive clustering

V Garcia, Y Zhou, J Shi - IEEE Transactions on Wireless …, 2014 - ieeexplore.ieee.org
cellular networks and clustering schemes, the resource sharing is not considered here and
it is assumed that each MS can be allocated to at least one resource by its serving cluster. …

Content-aware user clustering and caching in wireless small cell networks

MS ElBamby, M Bennis, W Saad… - 2014 11th …, 2014 - ieeexplore.ieee.org
… The use of caching in a backhaul-constrained small cell network is studied in [3] using … In
[5], the disruptive role of caching content in 5G cellular networks is discussed. The authors in [6] …

User clustering and optimized power allocation for D2D communications at mmWave underlaying MIMO-NOMA cellular networks

S Solaiman, L Nassef, E Fadel - IEEE Access, 2021 - ieeexplore.ieee.org
… interference-aware graph-based user clustering algorithm is proposed to solve the user
theory is exploited for user clustering to provide a suboptimal interference-aware user clustering. …

Profiling users in a 3g network using hourglass co-clustering

R Keralapura, A Nucci, ZL Zhang, L Gao - … computing and networking, 2010 - dl.acm.org
… Applying Phantom to the mobile network data, we find that there exists a number of …
user browsing behavior in 3G cellular networks can be captured using a small number of co-clusters. …

Network-assisted outband D2D-clustering in 5G cellular networks: Theory and practice

A Asadi, V Mancuso - IEEE Transactions on Mobile Computing, 2016 - ieeexplore.ieee.org
… D2D where cellular users are allowed to exploit both cellular (ie, LTE-A) and WLAN … Here
we focus on proposals that use clustering and D2D communication to improve the network

Power allocation and user clustering for uplink MC-NOMA in D2D underlaid cellular networks

H Zheng, S Hou, H Li, Z Song… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
… Proposed algorithm for resource allocation In this section, we map the user clustering
problem to a Hedonic coalition game [8] which aims to partition the total K players into N disjoint …

User specific cell clustering to improve mobility robustness in 5G ultra-dense cellular networks

M Joud, M García-Lozano, S Ruiz - … On-demand Network …, 2018 - ieeexplore.ieee.org
… challenges in very dense cellular network deployments is keeping … the use of User Specific
and Adaptive Cell Clustering. Each … That is to say, the network customizes the cell cluster size …

Spectral efficient and energy aware clustering in cellular networks

G Kollias, F Adelantado… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… of the network when a set of D2D pairs operate over the same frequency as the cellular
users. In this study, however, D2D pairs are never connected to the cellular network and …

User-centric overlapped clustering based on anchor-based precoding in cellular networks

HS Kang, DK Kim - IEEE Communications Letters, 2016 - ieeexplore.ieee.org
… to users at cluster edges. However, to further enhance the performance of cluster-edge users,
user-centric overlapped clustering … multiple BSs belonging to different clusters. In this letter, …