Suppr超能文献

通过用户关联最小化企业 WLAN 的带宽成本。

Bandwidth Cost Minimization via User Association for Enterprise WLANs.

机构信息

School of Computer Science and Technology, Nanjing Tech University, Nanjing 211816, China.

Department of Computer Science Electrical Engineering, University of Missouri-Kansas City, Kansas City, MO 64110, USA.

出版信息

Sensors (Basel). 2018 Nov 23;18(12):4104. doi: 10.3390/s18124104.

Abstract

Enterprise Wireless LANs (E-WLANs) such as airport WiFi, have become a convenient way for Internet access for mobile users. In an E-WLAN, access points (APs) are usually deployed with high-density around the infrastructure to provide sufficient coverage and for a better service, where a mobile user chooses one AP to associate with among multiple available APs in the vicinity. Many studies have been done on developing user association techniques to increase system performance, with various objectives including network throughput maximization, load balancing etc. Our work is unique in that we focused on bandwidth cost minimization via user association from the perspective of the E-WLAN operators. Specifically, by considering the bandwidth demands from mobile users, we modeled the joint user association and cost minimization problem in the heterogeneous E-WLAN with additional constraints from individual bandwidth demands as an optimization problem. To solve the optimization problem efficiently, we propose an approximation algorithm using relaxation and rounding techniques. We prove that the proposed algorithm has performance bound with a constant ratio to the optimization problem. Furthermore, our simulation results exhibit the superiority of our proposed algorithm over prior schemes.

摘要

企业无线局域网 (E-WLAN) 如机场 WiFi,已成为移动用户便捷的互联网接入方式。在 E-WLAN 中,接入点 (AP) 通常部署在基础设施周围的高密度区域,以提供足够的覆盖范围和更好的服务,其中移动用户可以在附近的多个可用 AP 中选择一个进行关联。已经有许多研究致力于开发用户关联技术来提高系统性能,其目标包括最大化网络吞吐量、负载均衡等。我们的工作是独特的,因为我们从 E-WLAN 运营商的角度出发,专注于通过用户关联来最小化带宽成本。具体来说,通过考虑移动用户的带宽需求,我们将异构 E-WLAN 中的联合用户关联和最小化成本问题建模为一个具有来自各个带宽需求的附加约束的优化问题。为了有效地解决优化问题,我们提出了一种使用松弛和舍入技术的近似算法。我们证明了所提出的算法具有与优化问题成比例的性能上限。此外,我们的仿真结果表明了我们提出的算法相对于先前方案的优越性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5770/6308852/27d02104cb61/sensors-18-04104-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验