Improved clustering algorithm based on energy consumption in wireless sensor networks

W Wu, N Xiong, C Wu - Iet Networks, 2017 - Wiley Online Library
consumption of cluster-heads and base station. To prolong the network lifetime, Zhao […
algorithm to derive the minimum energy consumption cluster-heads number, and select the cluster

Improved Soft-k-Means Clustering Algorithm for Balancing Energy Consumption in Wireless Sensor Networks

B Zhu, E Bedeer, HH Nguyen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… -efficient methods to balance the network energy and prolong its lifetime. … ) clustering
algorithm to balance the energy consumption of nodes in WSNs. First, we use the idea of clustering

Optimization of energy consumption in wireless sensor networks using density-based clustering algorithm

H Jafari, M Nazari, S Shamshirband - International Journal of …, 2021 - Taylor & Francis
… sensor node clustering method to reduce energy consumption. Using density-based clustering
is … density-based clustering environment, which is an efficient algorithm and can create …

An energy consumption balanced clustering algorithm for wireless sensor network

J Jia, Z He, J Kuang, Y Mu - 2010 6th international conference …, 2010 - ieeexplore.ieee.org
… Section III proposes an improved energy consumption balanced algorithm on choosing
cluster… , compared with LEACH clustering algorithm. Finally, section V concludes this paper. …

Evaluation on building end-user energy consumption using clustering algorithm

J Wu, J Zhao - Procedia Engineering, 2015 - Elsevier
energy consumption may be classified to different levels, or the end-users with significantly
different energy consumptionenergy consumption of end-users objectively. Moreover, the …

Energy-consumption clustering in cloud data centre

S Ismaeel, A Miri, A Al-Khazraji - … on Big Data and Smart City …, 2016 - ieeexplore.ieee.org
… Figure 2 shows these two parts: (1) a cluster algorithm to create a set of clusters, and (2)
use a trace decomposer which is responsible for mapping each request received during an …

[PDF][PDF] Energy-efficient homogeneous clustering algorithm for wireless sensor network

SK Singh, MP Singh, DK Singh - … Journal of Wireless & Mobile Networks …, 2010 - Citeseer
Energy efficient homogeneous clustering algorithm for WSN. We demonstrate that the
homogeneous clustering algorithm … try to maintain a balance energy consumption of nodes. The …

k-Shape clustering algorithm for building energy usage patterns analysis and forecasting model accuracy improvement

J Yang, C Ning, C Deb, F Zhang, D Cheong, SE Lee… - Energy and …, 2017 - Elsevier
… method, which has barely been applied in building energy consumption data … , a clustering
algorithm k-shape clustering is first timely applied to cluster building energy consumption

[HTML][HTML] Clustering analysis of energy consumption in the countries of the visegrad group

M Gostkowski, T Rokicki, L Ochnio, G Koszela… - Energies, 2021 - mdpi.com
… Despite this, the k-means is very efficient and perhaps the fastest clustering algorithm
that can … The second algorithm used in the paper is hierarchical agglomerative clustering (HAC), …

A Hybrid clustering and classification technique for forecasting short‐term energy consumption

M Torabi, S Hashemi, MR Saybani… - … & sustainable energy, 2019 - Wiley Online Library
… CRISP process and the algorithms that were used. Effective data on energy consumption can
be … One of the well-known clustering algorithms that is widely studied is K-means 35. It is a …