Energy Aware Model for Sensor Network : A Nature Inspired Algorithm Approach
Srinivas Narasegouda · International Journal of Database Management Systems · 2014
In this paper we are proposing to develop energy aware model for sensor network.In our approach, first we used DBSCAN clustering technique to exploit the spatiotemporal correlation among the sensors, then we identified subset of sensors called representative sensors which represent the entire network state.And finally we used nature inspired algorithms such as Ant Colony Optimization, Bees Colony Optimization, and Simulated Annealing to find the optimal transmission path for data transmission.We have conducted our experiment on publicly available Intel Berkeley Research Lab dataset and the experimental results shows that consumption of energy can be reduced.