Abstract
Aim: To enhance energy efficiency in data transfer using density based cluster algorithm and comparison with partition cluster algorithms. Materials and Methods: In Wireless Sensor Network the data transfer using density based cluster algorithm and partition algorithm has been implemented to find the accuracy rate of Energy Efficiency. The total samples(N=1251) are collected from a dataset and implemented through the NS2 simulation tool. Result: Accuracy of Density based Clustering (93.4%) and Partition algorithm (82.4%) with statistical significance (p=0.007) are achieved in the proposed system. Conclusion: The results proves that the Density based Cluster has better Energy Efficiency than Partition Cluster.
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