对于水下无线传感器网络的节能数据传输:一个新的层次的水下无线传感器传输框架
Jiasen Zhang1,2, Xiaomei Wang2, Bin Wang2
1School of Cyber Science and Engineering, Zhengzhou University, Zhengzhou 450002, China.
Sensors (Basel, Switzerland)
|July 8, 2023
概括
本研究介绍了一个层次框架和基于游戏的机制,以提高水下无线传感器网络 (UWSNs) 的能源效率. 拟议的方法平衡了不同水深的能源消耗,提高了整体网络性能.
科学领域:
- 水下无线传感器网络 (UWSNs) 是指水下无线传感器网络.
- 网络通信协议 网络通信协议
- 分布式系统中的能源效率.
背景情况:
- 水下环境对传感器节点通信构成重大挑战,导致高能耗.
- 在不同水深的传感器节点之间不均的能源消耗是UWSNs的一个关键问题.
- 现有的UWSN能源管理策略往往缺乏深度特定优化.
研究的目的:
- 提出一个新的层次性的水下无线传感器传输 (HUWST) 框架.
- 开发一种基于游戏的,能效的通信机制,适合不同水深.
- 为了应对在UWSNs中平衡能源消耗的挑战.
主要方法:
- 开发层次性的水下无线传感器传输 (HUWST) 框架.
- 整合经济游戏理论的能源消耗权衡跨深度层.
- 制定最佳机制作为非线性整数编程 (NIP) 问题.
- 关于使用乘数 (ADMM) 交替方向方法的节能分布式数据传输模式决策算法 (E-DDTMD) 的建议.
主要成果:
- 拟议的机制显著提高了水下传感器的能效.
- E-DDTMD算法有效地解决了复杂的NIP问题.
- 模拟结果验证了UWSN的增强能源效率.
- 与基线方案相比,E-DDTMD算法显示出更高的性能.
结论:
- 开发的HUWST框架和基于游戏的机制为UWSN的能源效率提供了有效的解决方案.
- E-DDTMD算法提供了一种可靠的方法,用于在各种水下条件下优化数据传输模式.
- 这项研究有助于更可持续,更有效的水下无线传感器网络运行.
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