A hierarchical clustering algorithm for interference management in ultra-dense small cell networks

G Yang, A Esmailpour, N Nasser, G Chen, Q Liu… - IEEE …, 2020 - ieeexplore.ieee.org
… potential candidates for future cellular networks and have drawn … the deployment of small
cells in cellular networks adds many new … clustering algorithm and coalitional formation theory. …

Mobility-aware cell clustering mechanism for self-organizing networks

O Narmanlioglu, E Zeydan - IEEE Access, 2018 - ieeexplore.ieee.org
algorithms into SON, in this paper we propose a mobility-aware cell clustering methodology
for cellular network … of the mobility-aware clustering algorithm in Section VI. Finally, we …

A low-complexity cell clustering algorithm in dense small cell networks

R Seno, T Ohtsuki, W Jiang, Y Takatori - … Communications and Networking, 2016 - Springer
… plays an important role in constructing practical network systems. In this paper, we propose
a novel clustering algorithm with low complexity for dense small cell networks, which is a …

SPICi: a fast clustering algorithm for large biological networks

P Jiang, M Singh - Bioinformatics, 2010 - academic.oup.com
… a fast local network clustering algorithm SPICi. SPICi runs in time O(V log V+E) and space
O(E), where V and E are the number of vertices and edges in the network, … of cellular networks

Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks

S Samarakoon, M Bennis, W Saad… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
… ) yields BS clusters based on joint similarity. However, this clustering algorithm requires the
… the locations and loads of BSs and thus, it is categorized as a centralized clustering method. …

A dynamic clustering approach in wireless networks with multi-cell cooperative processing

A Papadogiannis, D Gesbert… - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
algorithm for the formation of the clusters of cooperating BSs is presented for a cellular network
… The objective of the clustering algorithm is sum-rate maximisation of the already selected …

A clustering algorithm based on cell combination for wireless sensor networks

L Chang-Ri, Z Yun, Z Xin-hua… - 2010 second international …, 2010 - ieeexplore.ieee.org
… In this paper, we have presented a clustering algorithm for WSNs that the … cells by utilizing
the location information of sensor nodes and each cluster is formed by at least seven cells. …

Dynamic clustering algorithm design for ultra dense small cell networks in 5G

S Chen, C Xing, Z Fei, H Wang… - … and Networking in China …, 2015 - ieeexplore.ieee.org
… dynamic clustering algorithm. The key idea behind the … algorithm is that dividing the
whole network into a number of clusters under size constraint and the maximum intra-cluster

Dynamic cell sectorization using clustering algorithms

P Savazzi, L Favalli - 2007 IEEE 65th Vehicular Technology …, 2007 - ieeexplore.ieee.org
cellular systems to increase system capacity. In this paper a novel approach to downlink
spatial filtering based on clustering algorithms is proposed for UMTS-FDD cellular networks. In …

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

MS ElBamby, M Bennis, W Saad… - 2014 11th …, 2014 - ieeexplore.ieee.org
clustering methods, we use the notion of content proximity to develop a clustering algorithm
… In particular, we use a spectral clustering [7] algorithm to discover similarities between users …