使用模糊逻辑的WSN的节能路由算法
Preetha R Rao1, Amruta Lipare2, Damodar Reddy Edla1
1National Institute of Technology Goa, Ponda 403401, Goa, India.
Sensors (Basel, Switzerland)
|October 14, 2023
概括
本研究介绍了使用模糊逻辑 (EERF) 进行无线传感器网络 (WSN) 的节能路由算法. 与现有方法相比,EERF显著提高了能源消耗和网络稳定性.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 网络工程 网络工程
背景情况:
- 无线传感器网络 (WSN) 依赖于电池驱动的传感器节点,需要节能传输数据.
- 在WSN中的数据路由通常涉及中间节点将信息转发到基站 (BS).
- 现有的路由算法在优化能源消耗和网络寿命方面面临着挑战.
研究的目的:
- 为无线传感器网络提出使用模糊逻辑 (EERF) 的新型节能路由算法.
- 通过在数据传输过程中最大限度地减少能源耗尽来提高传感器节点的运行寿命.
- 通过模糊逻辑的应用来解决WSN环境中固有的模糊性.
主要方法:
- 开发了一个使用模糊逻辑 (EERF) 的节能路由算法.
- 集成的模糊逻辑来处理输入,如剩余的能量,距离基站的距离和连接节点的数量.
- 将EERF与已建立的算法进行比较,例如使用模糊逻辑 (EAUCF) 的能量意识不平等集群和使用模糊逻辑 (DUCF) 的分布式不平等集群.
主要成果:
- 拟议的EERF算法在EAUCF和DUCF上表现出优越的性能.
- 在整个网络上,ERF实现了更低的能源消耗.
- 该算法提高了网络稳定性和每轮活跃传感器节点的数量.
结论:
- 欧洲无线传感器基金为无线传感器网络提供了节能路由的重大进展.
- 模糊逻辑有效地管理WSN环境的复杂性,以优化性能.
- 该EERF算法提供了一个强大的解决方案,可以延长WSNs的运行寿命.
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