Low Energy Adaptive Clustering Hierarchy (LEACH) Taekyoung kwon
LEACH Adaptive, self-configuring Localized control of data transfer Low-energy medium access Application-specific data access
Dynamic clusters
Distributed cluster formation algorithm
Distributed cluster formation
N: number of total nodes k: number of clusters r: current round P = k/N
On each round, we want N*P cluster heads N N P
LEACH: steady state
Inter-cluster interference
LEACH media access
LEACH with deterministic cluster-head selection
LEACH drawbacks
decision formula with energy
Final decision formula r s : # of consecutive rounds in which a node is not cluster-head
Distributed Clustering in Ad-hoc Sensor Networks -A Hybrid, Energy-Efficient Approach
Ideally N_iter : every step takes t_c time C_prob : # of cluster heads / # of total nodes
realistically Initialize step P_min is inversely proportional to N_iter Repetition step Announce cluster_head msg with cost