Dynamic small-cell clustering using affinity propagation algorithm in asynchronous 5G NR OFDM systems

S Park, HS Jo, C Mun, JG Yook - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
… We propose an affinity propagation clustering (APC) algorithm for radio remote heads … , “A
practical semidynamic clustering scheme using affinity propagation in cooperative picocells,” …

Dynamic RRH clustering using affinity propagation algorithm in ultra-dense C-RAN

S Park, HS Jo, C Mun, JG Yook - 2020 IEEE 92nd Vehicular …, 2020 - ieeexplore.ieee.org
… principles of the well-known affinity propagation (AP) clustering algorithms, especially for the
practical semidynamic clustering scheme using affinity propagation in cooperative picocells,…

Affinity propagation based CoMP clusters for dense small cell networks with backhaul constraints

J Liu, S Sun - Wireless Personal Communications, 2017 - Springer
affinity propagation based semi-dynamic clustering algorithm is proposed. Hybrid CoMP
scheme … b in the same JT cluster, SCBS b is denoted by the cooperative SCBS of SCBS a and …

A dynamic affinity propagation clustering algorithm based on MDT in self-healing heterogeneous networks

Y Ma, J Zhu, L Liu, F Lv, Y Wang - 2016 16th International …, 2016 - ieeexplore.ieee.org
… networks in which a clustering algorithm named Dynamic Affinity Propagation (DAP) is …
Practical Semi-dynamic Clustering Scheme Using Affinity Propagation in Cooperative Picocells

Radio remote head clustering with affinity propagation algorithm in C-RAN

S Park, HS Jo, C Mun, JG Yook - 2019 IEEE 90th Vehicular …, 2019 - ieeexplore.ieee.org
… cannot be met by the conventional affinity propagation (AP) clustering algorithm. In an ultra-…
clustering according to changing channel environment by utilizing semi-dynamic clustering

Distributed cell clustering based on multi-layer message passing for downlink joint processing coordinated multipoint transmission

GRR Dewa, C Park, I Sohn - Applied Sciences, 2020 - mdpi.com
… By clustering neighboring cells and with cooperative … CoMP clustering method has also
been recently explored in conjunction with affinity propagation (AP) [26] and capacitated affinity

A practical dynamic clustering scheme using spectral clustering in ultra dense network

Y Liang, X Liu, J Jiang, J Du, C Sun… - 2020 IEEE/CIC …, 2020 - ieeexplore.ieee.org
… Therefore, each user could be cooperatively served by a limited number of … clustering,
dynamic clustering and semidynamic clustering. The static scheme [9] is simple, but fixed clusters

Victim aware AP-PF CoMP clustering for resource allocation in Ultra-Dense heterogeneous small-cell networks

A Noliya, S Kumar - Wireless Personal Communications, 2021 - Springer
affinity propagation unsupervised learning to form the clusterAffinity with cooperative
picocell in offline and online stage is to … Semi Dynamic Clustering is the improved form of static …

RRH clustering using affinity propagation algorithm with adaptive thresholding and greedy merging in cloud radio access network

S Park, HS Jo, C Mun, JG Yook - Sensors, 2021 - mdpi.com
Affinity propagation (AP) clustering with low complexity and high performance is suitable for
radio remote head (RRH) clustering for real-time joint transmission in the cloud radio access …

[HTML][HTML] Overview of CoMP Clustering in UDN

Q Li - Open Access Library Journal, 2018 - scirp.org
… Microcells, picocells, and femtocells can all be considered as … clustering method pre-designs
a fixed cooperative cluster … , most semi-dynamic clustering algorithms design static clusters