Sensor networks
provided wireless sensor networks for a novel hierarchical routing protocol based on the centralized clustering approach inspired on the k-means method in order to organize sensor networks into clusters and get a better performance parameter. This contribution tries to enhance the clustering process in LEACH-C protocol by applying k-means algorithm in order to produce a new cluster scheme and therefore lengthen the lifetime of the sensor network.