无线传感器网络的能源和吞吐量意识的适当路由使用集成游戏理论方法
1Department of Electronics and Communication Engineering, Sri Eshwar College of Engineering, Coimbatore, Tamilnadu, 641 202, India. vivekkumar3987@gmail.com.
Scientific reports
|September 9, 2024
概括
本研究介绍了用于无线传感器网络 (WSN) 的能源和吞吐量意识自适应路由 (ETAAR) 算法. 使用合作游戏理论,ETAAR提高了网络寿命和能源效率,显著提高了性能.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 人工智能的人工智能
背景情况:
- 无线传感器网络 (WSN) 包含许多资源受限的传感器节点.
- 有效的资源管理对于延长WSN运营寿命至关重要.
- 聚类是优化WSN节能和网络寿命的关键策略.
研究的目的:
- 为WSNs提出一种新的能源和吞吐量意识自适应路由 (ETAAR) 算法.
- 提高WSN通信中的能源效率和数据速率.
- 改进整体网络性能指标,如寿命,节能和延迟.
主要方法:
- 开发了基于合作游戏理论 (CGT) 的ETAAR算法.
- 使用CGT用于节能集群头的选择.
- 采用联盟游戏方法,考虑适应时间段传输的能源,吞吐量和延迟.
主要成果:
- ETAAR的性能明显优于现有的路由协议.
- 在网络寿命中实现了48%的延长.
- 证明了60%的能源节约和52.5%的平均端到端延迟减少.
结论:
- 拟议的ETAAR算法有效地优化了WSN中的路由.
- ETAAR为节能和吞吐量增强提供了强大的解决方案.
- 该算法在剩余能量,数据包交付比率和减少网络延迟方面表现出卓越的性能.
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