监控和加强物联网网络的合作,通过基于计划功能的惩罚奖励策略
Abdur Rashid Sangi1,2, Bingqian Li3, Satish Anamalamudi4
1Wenzhou-Kean University, Wenzhou, P. R. China.
PloS one
|September 19, 2024
概括
认知无线电 (CR) 辅助的物联网 (IoT) 增强了频谱的使用. 一种新的基于惩罚奖励的合作传感和数据转发 (PR-CSDF) 方法可以促进物联网节点的合作,以实现更好的无线通信.
科学领域:
- 无线通信无线通信
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
- 频谱管理 频谱管理
背景情况:
- 物联网 (IoT) 产生了大量的无线流量,增加了对无线电频谱的需求.
- 频谱稀缺需要有效的利用策略.
- 认知无线电 (CR) 通过为未经许可的设备提供机会性频谱访问来提供解决方案.
研究的目的:
- 提出一种新的方法,以加强在CR辅助网络中的物联网节点之间的合作.
- 为应对因能源限制而减少物联网节点参与的挑战.
- 在物联网环境中优化频谱利用和数据转发.
主要方法:
- 引入了基于惩罚奖励的合作传感和数据转发 (PR-CSDF) 方法.
- 传感任务分布在物联网节点之间.
- 实施奖励和惩罚机制以激励合作行为.
主要成果:
- PR-CSDF方法显著改善了二级用户 (SU) 和物联网节点的实用性.
- 有效地鼓励物联网节点之间的合作行为.
- 实现了高效的频谱共享和数据传输.
结论:
- PR-CSDF方法为在CR辅助环境中运行的能源受限物联网网络提供了可行的解决方案.
- 激励合作对于优化频谱使用和网络性能至关重要.
- 这种方法为授权和未授权的频谱用户提供了巨大的好处.
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