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在支持6G的物联网网络中,基于AP选择的强大的资源控制.
Ashu Taneja1, Ali Alqahtani2, Nitin Saluja1
1Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura 140401, Punjab, India.
Sensors (Basel, Switzerland)
|August 12, 2023
概括
本研究介绍了6G物联网 (IoT) 网络的动态无蜂框架. 拟议的基于试点的AP选择 (PBAS) 算法显著提高了大规模物联网通信的光谱效率.
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.
- 6G 网络 6G 网络
背景情况:
- 多种物联网应用 (IoV,IIoT,IoDT) 需要无,低延迟和可靠的通信.
- 第五代 (5G) 技术的局限性需要向第六代 (6G) 无线系统取得进展.
- 大规模的连接和数据流对于物联网的数字化转型至关重要.
研究的目的:
- 为支持6G的物联网网络提供一个动态的无蜂框架.
- 提出和评估一个基于试点的AP选择 (PBAS) 算法,以实现强大的资源控制.
- 分析数据速率和光谱效率的性能改进.
主要方法:
- 开发一个具有分布式访问点 (AP) 的动态无细胞框架.
- 实施基于试点的AP选择 (PBAS) 算法来选择AP子集.
- 使用数学公式和比较,评估光谱效率和数据速率.
主要成果:
- PBAS算法在细胞边缘提高了22%的光谱效率,在细胞中心提高了1.5%.
- 拟议的方案实现了边缘节点的5.3676位/秒/Hz的光谱效率.
- 与现有的传动模型相比,观察到显著的性能增长.
结论:
- 带有PBAS的动态无蜂框架对于6G物联网网络是有效的.
- 拟议的算法提高了光谱效率和数据速率,特别是在细胞边缘.
- 这个框架为未来的大规模物联网通信挑战提供了一个有希望的解决方案.


