… clustering procedure, we consider various parameters for selecting the cluster head (CH),
namely the initial energy of the sensor … the SN density, we can estimate the cluster's population…

… into the number of clusters using mean shift clustering (MSC)… , the density is computed at
point \(x\) which can be given as: … of system lifetime and stability period with variation in rounds. …

… the total energy consumption and reduce the network lifetime of … novel energy-efficient
clustering approaches for cluster head … density of the HWSN but changes the total initial energy of …

… The suggested solution addresses variations in network conditions and considers changeable
… calculation are the network density, residual energy level, and the distance from the BS. …

… paths for each sensor etc [24, 25]. In this paper, we are using cluster based WSNs for the
purpose of load balancing. In … Clustering model based on node local density load balancing of …

… The node uses a probability density function to produce a … We change the average event
speed to 3 different speeds: 1 m/s, … for energy efficient cluster head selection in wireless sensor …

… The proposed ECSSEEC relates the stability period with variation in energy heterogeneity
… in SEARCH protocol, and also with number of nodes variation as provided in [31] that is not …

… area in each layer can be changed by adjusting the layer radius near the BS, which
changes the density of a specific cluster. The proposed model works in homogeneous …

… energy efficiency ratio, idleness degree and energy density … loss rate with the change of
network size under different … is always stable at a lower value with the change of network size. …

… metrics like network lifetime, coverage ratio, energy efficiency, … energy and coverage aware
cluster based routing approach … observed from the empirical studies that varying the density …