… cluster validity indices after introducing the fuzzyclustering. In Section 3, we propose two cluster … in fuzzylogic rather than belonging to just one cluster. A data object near the centre of a …
… of highly dense clusters which resulted in a large variation of clustersize and thus suffers from … distributed clustering algorithm using fuzzylogic for the formation of uniform sizeclusters …
R Mhemed, N Aslam, W Phillips, F Comeau - Procedia Computer Science, 2012 - Elsevier
… We present a FuzzyLogic 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 …
… But in the unequal clustering, clustersize near the base … non cluster head nodes with the cluster head. In this work, once the final cluster head is elected, using fuzzylogic the non cluster …
… 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 clustersizes when …
… In this method, both CH selection and clustersize computation are performed by using fuzzylogic. It uses residual energy, node degree, and distance to BS as input variables to …
… These criteria ensure the quality of clustering. In Section 5, we explain how to select the CH using a fuzzylogic method. Finally, the simulation results are presented in Section 6. …
AK Singh, N Purohit, S Varma - International Journal of Electronics, 2013 - Taylor & Francis
… Fuzzylogic 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 …
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 clustersize, which is the total number of vehicles that became cluster members divided by the total number of formed …