Abstract

Clustering is an effective technique used to reduce energy consumption and extend the lifetime of wireless sensor network (WSN). The characteristic of energy heterogeneity of WSNs should be considered when designing clustering protocols. We propose and evaluate a novel distributed energy-efficient clustering protocol called DCE for heterogeneous wireless sensor networks, based on a Double-phase Cluster-head Election scheme. In DCE, the procedure of cluster head election is divided into two phases. In the first phase, tentative cluster heads are elected with the probabilities which are decided by the relative levels of initial and residual energy. Then, in the second phase, the tentative cluster heads are replaced by their cluster members to form the final set of cluster heads if any member in their cluster has more residual energy. Employing two phases for cluster-head election ensures that the nodes with more energy have a higher chance to be cluster heads. Energy consumption is well-distributed in the proposed protocol, and the simulation results show that DCE achieves longer stability periods than other typical clustering protocols in heterogeneous scenarios.

Highlights

  • A wireless sensor network (WSN) consists of a large amount of tiny, inexpensive but smart sensors to perform distributed sensing tasks, and is the foundation of the Internet of Things (IoT)

  • We propose and evaluate a novel distributed energy-efficient clustering protocol called DCE for heterogeneous wireless sensor networks

  • The innovation of DCE lies in that we introduce an extra phase for cluster head election, which can prolong the stability period of the network

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Summary

Introduction

A wireless sensor network (WSN) consists of a large amount of tiny, inexpensive but smart sensors to perform distributed sensing tasks, and is the foundation of the Internet of Things (IoT). We refer to the heterogeneous wireless sensor network as the WSN in which sensor nodes have different energy. We propose and evaluate DCE, a distributed energy-efficient clustering protocol. We propose and evaluate DCE, a distributed energy-efficient clustering protocol based on a Double-phase Cluster-head Election scheme for heterogeneous wireless sensor network. Based on a Double-phase Cluster-head Election scheme for heterogeneous wireless sensor network. Tentative cluster heads are elected based on probability, decided by the relative levels of initial and residual energy. In the second phase, the tentative cluster heads are replaced by randomly-chosen high-energy cluster members to form the final CH set, if any member in their cluster has more residual energy.

Related Work
Heterogeneous Network Model and Assumptions
The DCE Protocol
Tentative
Estimating Average Residual Energy
Simulations
A General Case of Simulation
The Effect of Heterogeneity Factor
Findings
Conclusions
Full Text
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