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Computer Engineering Commons

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2015

SelectedWorks

Clustering Algorithms

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Full-Text Articles in Computer Engineering

Modification In Weighted Clustering Algorithm For Faster Clustering Formation By Considering Absolute Attributes Of Mobile Nodes And Greedy Method For Role Selection Of Mobile Nodes In Manet, Vijayanand Kumar, Rajesh Kumar Yadav Dec 2015

Modification In Weighted Clustering Algorithm For Faster Clustering Formation By Considering Absolute Attributes Of Mobile Nodes And Greedy Method For Role Selection Of Mobile Nodes In Manet, Vijayanand Kumar, Rajesh Kumar Yadav

Innovative Research Publications IRP India

Wirelessly allocated mobile nodes which are configured in a geographically adjacent to each other can form cluster by applying rules on the mobile nodes. Each cluster family have different members with different assigned roles such as cluster head, cluster members, gateway members and ordinary nodes which can perform roles of any three mentioned roles as the time progresses based on absolute and relative attribute information. Absolute attributes of mobile nodes can be mobility, energy consumed and entropy of the mobile node. Relative attributes can be considered as neighbour information and sum of distances of neighbours etc. Relative attributes are the …


Relaxing Weighted Clustering Algorithm For Reduction Of Clusters And Cluster Head, Vijayanand Kumar Sep 2015

Relaxing Weighted Clustering Algorithm For Reduction Of Clusters And Cluster Head, Vijayanand Kumar

Innovative Research Publications IRP India

Adhoc clustering in MANET is to divide mobile nodes into different virtual groups. Mobile nodes are allocated geographically adjacent in the cluster. Clustering is done by some rule specific in the network. In this paper, we have concentrated to modify weight based clustering algorithm to improve the performance in this wireless technology. By slight improvement in existing weight based clustering algorithm [1] reduction in cluster as well as cluster head can be observed through experiment. Proposed Algorithm specifies relaxing the weight criteria for isolated cluster head nodes in range of other cluster head as well as reconsidering the nodes in …