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在具有非统一数据的无线传感器网络中采集节能移动水槽驱动的数据.
Hui Li1, Yuzhou Dai2, Qian Chen2
1University of Electronic Science and Technology of China, Chengdu, China. whwbylihui@gmail.com.
Scientific reports
|November 15, 2024
概括
本研究介绍了移动同步驱动数据收集 (OCNTMS) 的最佳集群和网络拓,以提高无线传感器网络的效率. OCNTMS通过优化聚会点和拓来增强数据收集和网络寿命,以实现非统一的数据生成.
科学领域:
- 计算机科学 计算机科学
- 无线通信网络 无线通信网络
背景情况:
- 移动水槽在无线传感器网络 (WSN) 中对于数据收集和防止热点问题至关重要.
- 不统一的数据生成和能源限制对WSN中的数据收集效率构成重大挑战.
研究的目的:
- 提出一种创新的方法,OCNTMS,用于优化WSN中的数据收集,使用非统一的数据生成和移动下水槽.
- 确定最佳的聚会点和网络拓,以在能源限制下有效收集数据.
主要方法:
- 该OCNTMS方法使用重量平衡集群,成本函数优化,负载平衡链路构建和节点转发选择.
- 它专注于在集群中有效构建链接集,并规划移动水槽穿越路径.
主要成果:
- 在OCNTMS的研究中,能源消耗减少了18%.
- 与现有方法相比,拟议的方法将网络寿命延长了40%.
- 观察到网络能效和数据传输效率的显著改善.
结论:
- OCNTMS有效地解决了移动水槽驱动WSNs中非统一数据生成的挑战.
- 该方法通过优化集群和拓来提高能源效率和数据收集的整体网络性能.
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