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An Event-Aware Cluster-Head Rotation Algorithm for Extending Lifetime of Wireless Sensor Network with Smart Nodes.
Marcin Lewandowski1, Bartłomiej Płaczek2
1Institute of Computer Science, University of Silesia, 41-200 Sosnowiec, Poland. marcin.lewandowski@us.edu.pl.
This study introduces a novel method for extending wireless sensor network lifetime by intelligently rotating cluster heads and reducing data transmissions. The approach optimizes energy consumption, significantly outperforming existing algorithms in real-world experiments.
Area of Science:
- Computer Science
- Electrical Engineering
- Network Engineering
Background:
- Wireless sensor networks (WSNs) rely on smart sensor nodes for data processing and event recognition.
- Nodes are clustered, with a cluster head managing data, leading to faster energy depletion.
- Extending WSN lifetime requires efficient cluster-head rotation strategies.
Purpose of the Study:
- To propose and evaluate a new method for extending the operational lifetime of WSNs with smart nodes.
- To introduce an algorithm for effective cluster-head role rotation based on predicted energy consumption.
- To reduce overall network energy usage by suppressing unnecessary data transmissions.
Main Methods:
- Developed a novel algorithm for dynamic cluster-head rotation in WSNs.
- Implemented a lightweight energy consumption model considering transmission probabilities.
- Integrated cluster-head rotation with data transmission suppression techniques.
- Conducted experimental evaluations on a prototype WSN.
Main Results:
- The proposed method demonstrated a significant extension of wireless sensor network lifetime.
- Experimental results confirmed reduced energy consumption compared to baseline methods.
- The cluster-head rotation algorithm effectively balanced energy load among nodes.
- Suppression of unnecessary data transmissions contributed to overall network longevity.
Conclusions:
- The combined approach of intelligent cluster-head rotation and data transmission suppression effectively prolongs WSN lifetime.
- The lightweight energy model provides accurate predictions for effective rotation control.
- This method offers a practical solution for enhancing the endurance of smart sensor networks.
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