用户偏好和服务的异质无线网络连接的算法
S Dinesh Krishnan1, A Daniel2, S Ayyasamy3
1B V Raju Institute of Technology, Narsapur, Telangana, India.
Scientific reports
|May 19, 2025
概括
选择最好的无线网络是复杂的. 本研究介绍了一种使用模糊逻辑和用户偏好的决策框架,以优化网络选择,以提高用户满意度和效率.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 电信 电信服务 电信服务 电信服务
背景情况:
- 异质无线网络 (HWNs) 提供各种连接选项,为用户设备选择最佳网络带来了挑战.
- 重叠的网络可用性需要智能解决方案来引导用户到最佳连接.
研究的目的:
- 开发一个决策框架,以在异质无线网络中进行最佳网络选择.
- 整合用户偏好和网络性能指标,以提供个性化的网络建议.
主要方法:
- 使用多属性决策 (MADM) 方法.
- 集成的模糊逻辑和模糊分析层次过程 (FAHP) 提供了强大的决策支持.
- 考虑的关键网络指标:延迟,动,带宽和成本.
主要成果:
- 拟议的框架显著提高了网络选择效率和用户满意度.
- 确定了不同服务的最佳网络选择:UMTS用于对话,WiMAX用于流媒体和LTE用于交互式服务.
- 在自适应无线系统中证明了以用户为中心的决策的有效性.
结论:
- 开发的框架为HWNs的网络选择提供了量身定制和可适应的解决方案.
- 通过智能,基于偏好的网络选择,可以实现更好的用户体验和网络效率.
- 这项研究有助于改进适应式无线通信系统.
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