New Approach of Energy-Efficient Hierarchical Clustering Based on Neighbor Rotation for RWSN

Abstract

Energy Efficient Hierarchical Clustering (EEHC) method is a distributed random clustering algorithm for residential wireless sensor networks (RWSNs) with the goal of maximizing network lifetime. However, during selection of the cluster head stage, a node declares itself as a cluster head to neighboring nodes with probability p, which does not consider well the topological characteristics of the network. The new energy-efficient hierarchical clustering approach based on neighbor rotation (EEHCN) for RWSN has been proposed in this paper, the new idea of which determines whether a node of RWSN can become a cluster head node by comparing the comprehensive weighting of the degree of the sensor node and the distance between the sensor node and the center of the subarea. When the cluster head is replaced, a member node in the set of neighbor nodes of the current cluster head becomes the new cluster head for a random time slice, and the merged information is transmitted to the nearest sink node in a multi-hop manner according to the routing information. The experimental results demonstrate that the proposed method is more effective in saving network energy, improving data transmission efficiency, and maximizing network lifetime of RWSN. The innovative research work is very useful for the relative application of the RWSN, such as smart home or smart community.

The importance of nature‐inspired metaheuristic algorithms in the data routing and path finding problem in the internet of things

“…To transmit a data packet with the size k in the distance of d, energy consumption for the transmitter is calculated by Equation (1). 113 In Equation ( 1), E elec is the energy consumed by the transmission circuit for transmitting 1 bit of data. The power amplification parameter is ε fs , or ε amp is relevant to the adopted energy consumption model.…”

“…It is calculated by considering the ratio of the residual energy and initial energy of nodes. To transmit a data packet with the size k in the distance of d , energy consumption for the transmitter is calculated by Equation () 113 . In Equation (), is the energy consumed by the transmission circuit for transmitting 1 bit of data.…”