基于模糊的AODV路由的优化,用于无线网格网络中的高效路由
Ibrahim Alameri1,2,3, Jitka Komarkova3, Tawfik Al-Hadhrami2
1Institute of System Engineering and Informatics, University of Pardubice, Pardubice, Pardubice, Czech Republic.
本研究介绍了用于无线网状网络的模糊控制能效 (FCEE) 路由协议. 通过优化路径选择和减少不必要的数据包转发,FCEE提高了网络寿命和性能,超过了现有的协议.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 无线通信无线通信
背景情况:
- 有效的路由对于通信系统的性能至关重要,特别是在资源有限的移动特设网络中.
- 现有的路由协议在优化路径选择和管理节点能量方面面临着挑战.
研究的目的:
- 建议和评估用于无线网状网络的模糊控制能效 (FCEE) 路由协议.
- 与现有协议相比,提高网络寿命,性能和能源效率.
主要方法:
- 开发了FCEE协议,通过将Ad-Hoc On-Demand距离向量 (AODV) 协议与模糊逻辑集成.
- 实现了一个基于内存的通道,使用模糊逻辑来限制不必要的基于节点能量的广播包.
- 进行了广泛的模拟,将FCEE与AODV和智能路由AODV (IRAODV) 进行比较.
主要成果:
- 与AODV相比,FCEE显著提高了可靠性,链路连接性和路线寿命.
- 与IRAODV (90 Kbps) 和AODV (39 Kbps) 相比,实现了更高的平均吞吐量 (351.374 Kbps).
- 证明了优越的能源效率,平均能耗为14焦耳,而IRAODV为40焦耳,AODV为90焦耳.
结论:
- FCEE协议有效地解决了无线网格网络中的路由挑战.
- 与AODV的模糊逻辑集成可提高网络寿命,性能和能源效率.
- FCEE为未来的无线通信系统提供了一个有希望的解决方案.
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