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Outside, the phase of cluster formulation and intra-cluster data transmission is the same as ADCAPTEEN.
In the phase of cluster formulation, node energy in the network has been consumed of a different degree.
Each round is divided into two phases: the phase of cluster formulation and intra-cluster data transmission and the phase of VCH selection and stable state.
This might avoid stepping over the actual converging point and increasing the computational cost of cluster formulation through updating the distance matrix.
Each round is divided into two phases: the phase of cluster formulation and intra-cluster data transmission and the phase of optimal path selection and inter-cluster data transmission.
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The secret lies in collecting the routing information during the clusters formulation, then fill the routing tables accordingly.
Unlike the conventional clustering problems studied in the literature, our clustering formulation minimizes energy consumption while guaranteeing reliable communications.
The presented concepts are applicable to any agglomerative clustering formulation.
The most commonly used hierarchical clustering formulation is average linkage (Sokal and Michener, 1958) commonly referred to as UPGMA.
The main graph clustering formulations are based on graph cut and partitioning problems [39, 40].
The concepts presented here, however, easily apply to other hierarchical clustering formulations as well.
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