Fuzzy logic based clustering algorithm for wireless sensor networks

H El Alami, A Najid - International Journal of Fuzzy System …, 2017 - igi-global.com
… In this paper, a Fuzzy Logic based Clustering Algorithm for … fuzzy logic for CHs selection
and clusters formation processes by using residual energy and closeness to the sink as fuzzy

Cluster validity index for estimation of fuzzy clusters of different sizes and densities

KR Žalik - Pattern Recognition, 2010 - Elsevier
cluster validity indices after introducing the fuzzy clustering. In Section 3, we propose two
cluster … in fuzzy logic rather than belonging to just one cluster. A data object near the centre of a …

FUSA: Fuzzy logic based clustering protocol for formation of uniform size clusters

A Ramli, H Basarudin, MA Abu… - 2017 International …, 2017 - ieeexplore.ieee.org
… of highly dense clusters which resulted in a large variation of cluster size and thus suffers
from … distributed clustering algorithm using fuzzy logic for the formation of uniform size clusters

An energy efficient fuzzy logic cluster formation protocol in wireless sensor networks

R Mhemed, N Aslam, W Phillips, F Comeau - Procedia Computer Science, 2012 - Elsevier
… We present a Fuzzy Logic approach for the cluster formation that uses the … For cluster
formation, each non-CH node applies the three descriptors for each CH using the Mamdani Fuzzy

Fuzzy logic based unequal clustering for wireless sensor networks

R Logambigai, A Kannan - Wireless Networks, 2016 - Springer
… But in the unequal clustering, cluster size near the base … non cluster head nodes with the
cluster head. In this work, once the final cluster head is elected, using fuzzy logic the non cluster

Fuzzy-logic-based clustering approach for wireless sensor networks using energy predication

JS Lee, WL Cheng - IEEE Sensors Journal, 2012 - ieeexplore.ieee.org
… In this paper, a fuzzy-logic-based clustering approach with an extension to the energy …
This unequal clustering approach is based on the idea of decreasing the cluster sizes when …

Distributed unequal clustering algorithm in large-scale wireless sensor networks using fuzzy logic

P Neamatollahi, M Naghibzadeh - The Journal of Supercomputing, 2018 - Springer
… In this method, both CH selection and cluster size computation are performed by using
fuzzy logic. It uses residual energy, node degree, and distance to BS as input variables to …

HQCA-WSN: High-quality clustering algorithm and optimal cluster head selection using fuzzy logic in wireless sensor networks

AA Baradaran, K Navi - Fuzzy Sets and Systems, 2020 - Elsevier
… These criteria ensure the quality of clustering. In Section 5, we explain how to select the
CH using a fuzzy logic method. Finally, the simulation results are presented in Section 6. …

Fuzzy logic based clustering in wireless sensor networks: a survey

AK Singh, N Purohit, S Varma - International Journal of Electronics, 2013 - Taylor & Francis
Fuzzy logic has also been used for event detection through WSNs. The application of fuzzy
logic in clustering … In first iteration, the clusters are formed with size equal to or greater than …

A fuzzy-logic-based cluster head selection algorithm in VANETs

KA Hafeez, L Zhao, Z Liao… - 2012 IEEE international …, 2012 - ieeexplore.ieee.org
… a cluster member stays as a member of a cluster. 3) The average cluster size, which is the
total number of vehicles that became cluster members divided by the total number of formed …