Clustering. as an essential part in an hierarchy protocol that can prolong the network lifetime. is influenced by the cluster head selection and clustering scheme. A new clustering algorithm called clustering by fast search and finding of density peaks (CFSFDP) based on local density and distance is implementable and efficient. https://chefesquipmenters.shop/product-category/smoothers/