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For network life time, load balancing and scalability, wireless sensor networks have to configure the network based on local management. Clustering algorithm is for satisfying above requirements. A cluster head selection of this algorithm requires to solve additional communication cost and unequal clustering compared with previous clustering algorithm. So, this paper proposes novel cluster head selection algorithm revised previous clustering algorithm.