<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Clustering, an energy efficient approach is used in Wireless Sensor Network. Clustering involves cluster formation and Cluster Head Selection. As the Cluster Head is involved in carrying out the entire communication, a high energy node has to be selected as Cluster Head. In this paper, a novel predictive Fuzzy based Cluster Head selection algorithm is proposed. The proposal suggests a new input parameter, Rate of recurrent Communication apart from the standard parameters namely the Residual Power of Sensor Nodes, Degree of Neighboring Nodes, Distance between the Node and Base Station, Sensor Node Movement. In this approach, the fuzzy logic evaluates the Cluster Head Selection Probability which is based on the node’s previous communication history to decide the Cluster Head. The proposed algorithm is implemented using Matlab. The simulation results show that the proposed Cluster Head Selection technique is superior to other proposals.</p>
</abstract>

Clustering, an energy efficient approach is used in Wireless Sensor Network. Clustering involves cluster formation and Cluster Head Selection. As the Cluster Head is involved in carrying out the entire communication, a high energy node has to be selected as Cluster Head. In this paper, a novel predictive Fuzzy based Cluster Head selection algorithm is proposed. The proposal suggests a new input parameter, Rate of recurrent Communication apart from the standard parameters namely the Residual Power of Sensor Nodes, Degree of Neighboring Nodes, Distance between the Node and Base Station, Sensor Node Movement. In this approach, the fuzzy logic evaluates the Cluster Head Selection Probability which is based on the node’s previous communication history to decide the Cluster Head. The proposed algorithm is implemented using Matlab. The simulation results show that the proposed Cluster Head Selection technique is superior to other proposals.

A Fuzzy Based Predictive Cluster Head Selection Scheme for Wireless Sensor Networks

International Journal on Smart Sensing and Intelligent Systems

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Clustering, an energy efficient approach is used in Wireless Sensor Network. Clustering involves cluster formation and Cluster Head Selection. As the Cluster...

A Fuzzy Based Predictive Cluster Head Selection Scheme for Wireless Sensor Networks

Data publikacji: 15 lut 2020

Zakres stron: 1 - 8

DOI: https://doi.org/10.21307/ijssis-2019-022

Słowa kluczowe
wireless sensor networks, cluster head selection, fuzzy logic, rate of recurrent communication, prediction

© 2019 Hemavathi Natarajan et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

A Fuzzy Based Predictive Cluster Head Selection Scheme for Wireless Sensor Networks

Data publikacji: 15 lut 2020

Zakres stron: 1 - 8

DOI: https://doi.org/10.21307/ijssis-2019-022

Słowa kluczowewireless sensor networks, cluster head selection, fuzzy logic, rate of recurrent communication, prediction

© 2019 Hemavathi Natarajan et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Słowa kluczowe
wireless sensor networks, cluster head selection, fuzzy logic, rate of recurrent communication, prediction