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An Energy-Saving Forwarding Mechanism Based on Clustering for Opportunistic Networks
Gilmara Santos1, Diogo Soares1, Celso Carvalho2
1Institute of Computing, Federal University of Amazonas, Manaus 69080-900, Brazil.
Sensors (Basel, Switzerland)
|November 27, 2021
Summary
This study introduces eGPDMI, a routing mechanism for Opportunistic Networks (OppNets). It enhances message delivery probability and optimizes energy consumption by grouping nodes based on energy levels and interests.
Area of Science:
- Computer Science
- Network Engineering
Background:
- Opportunistic Networks (OppNets) rely on node mobility and contact for message exchange.
- Node collaboration is crucial for OppNets performance, but energy constraints can hinder cooperation.
Purpose of the Study:
- To propose an energy-efficient routing mechanism, eGPDMI, for Opportunistic Networks.
- To improve message delivery probability while optimizing node energy consumption in OppNets.
Main Methods:
- Developed the eGPDMI routing mechanism, which employs clustering to group nodes by energy level and interests.
- Utilized questionnaire application and factorial design experiments to analyze the impact of energy levels.
- Evaluated eGPDMI performance using real-world mobility scenarios.
Main Results:
- The eGPDMI mechanism effectively reduces the degradation of message delivery probability as the minimum energy threshold for cooperation increases.
- Retaining messages in high-energy nodes improves network performance and overcomes disconnection issues.
Conclusions:
- eGPDMI offers a viable solution for enhancing message delivery and energy efficiency in OppNets.
- Node energy level is a critical factor influencing cooperation and network performance in OppNets.
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