Energy Efficient Clustering Method in WSN
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I am working in Wireless Sensor Networks fields. I want to write an energy efficient clustering algorithm for densely distributed network. For this task, I need hybrid algorithm which will combine Expectation-Maximization for Gaussian Mixture Model(EMGM) and DBSCAN algorithm. This work will be done in MATLAB and As far as result is concerned, i want to display output with respect to
1. Energy consumption Vs No of Nodes
2. Efficiency Vs No of Nodes
3. Energy consumption Vs varying no of clusters.
Hybrid Algorithm(EMGM+DBSCAN) should automatically find the values of Input parameters (Eps,MinPts) for DBSCAN algorithm and produce no of clusters, cluster heads location. After that Moble Sink Node will be follow a shortest path for data collection from Cluster Heads found by above algo.
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