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M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014 | Rating: 6.2 / 10
Data Collection from Clusters in Wireless Sensor Network with Help of Mobile Nodes
Suraj Borge | Mayura Kinikar
Abstract: : In a wireless sensor networks, there are large numbers of sensor that are used to collect data from the network whenever any event occurs. These sensor nodes are placed at large distance from the base station. Genetic algorithm (GA), artificial bee Colony (ABC) algorithm or Particle Swarm Optimization (PSO) algorithm can be used to form clusters. The data transmission range of sensor node is limited, so the clusters of sensor nodes are formed with the help of any optimizing algorithm. The multiple mobile nodes are going to collect the data from those cluster heads. The ABC-MMN algorithm is used to minimize the energy consumed by the cluster heads. Also, multiple mobile nodes would be used to reduce the traveling cost. The pre-computed path is being used for data collection on the basis of the clusters formed by optimizing algorithm.
Keywords: Multiple Mobile nodes, Clustering, Data Collection, ABC-MMN algorithm, Wireless sensor Network
Edition: Volume 3 Issue 12, December 2014,
Pages: 2275 - 2278