无线传感器网络的节能和强大的QoS控制,使用扩展的Gur游戏
Xiaoyang Zhong1, Yao Liang1, Yimei Li1
1Department of Computer Science, Luddy School of Informatics, Computing, and Engineering, Indiana University, 535 W. Michigan Street, IT 400, Indianapolis, IN 46202, USA.
Sensors (Basel, Switzerland)
|February 13, 2025
概括
本研究介绍了一种强大的Gur游戏算法,用于户外无线传感器网络 (WSN). 它提高了服务质量 (QoS),提高了可持续通信的能源效率.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 算法设计 算法设计
背景情况:
- 户外无线传感器网络 (WSN) 在远程环境中面临自主运行和电池功率的挑战.
- 充电或更换WSN节点中的电池在恶劣的户外环境中很困难,如山区或水下.
- 在节约能源的同时保持服务质量 (QoS) 对WSN的寿命和性能至关重要.
研究的目的:
- 介绍基于Gur游戏框架扩展的WSN的新型QoS控制算法.
- 为了提高 QoS 性能,并解决现有的 Gur 基于游戏的 WSN 算法中的能源消耗挑战.
- 为了实现可持续的通信,并在自主WSN部署中延长网络寿命.
主要方法:
- 通过扩展 Gur 游戏框架,开发了一个新的 QoS 控制算法.
- 使用基于TinyOS的WSN模拟实现并评估了拟议的算法.
- 将新算法的性能与现有的Gur基于游戏和混合算法的性能进行了比较.
主要成果:
- 拟议的强大的Gur游戏算法显著增强了WSN中的QoS控制.
- 与原来的Gur游戏和混合算法相比,能源效率提高了27.33%.
- 通过模拟证明了可持续的通信和延长网络寿命.
结论:
- 强大的Gur游戏算法为户外WSN提供了卓越的QoS控制和能源效率.
- 该方法有效地解决了无人监督WSN部署中的电池功率的关键挑战.
- 这种方法为提高自主WSN的性能和寿命提供了可行的解决方案.
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