Abstract
Wireless sensor network is becoming an interesting area for the significant research due to its ability to monitor the various range of geographical applications all over the world. Cluster routing algorithms are much efficiently work for communication in wireless sensor network. This paper presents the findings and future of cluster-based routing algorithm using ART1 neural networks. ART1 is an unsupervised neural network which can efficiently optimized the result. Results are obtained from MATLAB implementation of ART1 neural network shows that it increases the lifetime of available system by 60% (when one node dies) in comparison to the traditional LEACH algorithm.
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