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Optimized Wi-Fi Offloading Scheme for High User Density in LTE Networks

机译:针对LTE网络中的高用户密度的优化Wi-Fi卸载方案

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摘要

Mobile networks are facing the growing flood of Internet data, as stated by Cisco. Indeed, the traffic from smart phones is expected to grow from 92 percent to 99 percent by 2021. Therefore, new solutions must be conceived by vendors and mobile operators to reduce network congestion with a low cost to preserve customers. This issue is even more critical with mass events, which occur once a year, such as hajj, festivals and football games at stadiums. Half of smartphones and over 90% of 4G enabled laptops and notebook PCs are already Wi-Fi enabled. Hundreds of millions ubiquitous Wi-Fi access points provide large enough complementary capacity space for mobile networks. Thus, a novel mechanism for Wi-Fi offloading must be explored with the purpose of finding a suitable cell association method to assign users to the best tier. This can be done by considering suitable approaches to manage the network selection method, to gain the expected capacity enhancement. In this paper, we propose a new offloading algorithm called, Optimized Wi-Fi offloading algorithm, based on an optimization cost function. This Optimized Wi-Fi offloading algorithm, not only optimizes three important criteria in balancing the load, but also it can guarantee a Quality of Service (QoS) to the successfully connected user to any tier based on required service. Simulation results prove the expected capacity enhancement, by comparing the performance of the Optimized Wi-Fi Offloading with another tow offloading Algorithms. The first algorithm is Wi-Fi if Coverage, second, Fixed SNR threshold.
机译:正如思科所说,移动网络正面临着越来越多的互联网数据泛滥。实际上,到2021年,智能手机的流量预计将从92%增长到99%。因此,供应商和移动运营商必须构想出新的解决方案,以降低网络拥塞的成本来保护客户。对于每年发生一次的大规模事件(例如朝j,节日和体育馆的足球比赛),此问题尤为严重。一半的智能手机和超过90%的启用4G的笔记本电脑和笔记本电脑已启用Wi-Fi。数以亿计的无所不在的Wi-Fi接入点为移动网络提供了足够大的互补容量空间。因此,必须探索一种用于Wi-Fi卸载的新颖机制,其目的是找到合适的小区关联方法以将用户分配给最佳层。可以通过考虑用于管理网络选择方法的适当方法来获得预期的容量增强。在本文中,我们基于优化成本函数,提出了一种新的卸载算法,称为优化Wi-Fi卸载算法。这种优化的Wi-Fi卸载算法,不仅优化了平衡负载的三个重要标准,而且还可以确保根据所需服务为成功连接到任何层的用户提供服务质量(QoS)。通过将“优化Wi-Fi卸载”的性能与另一种拖车卸载算法进行比较,仿真结果证明了预期的容量增强。第一种算法是Wi-Fi(如果涵盖),第二种是固定SNR阈值。

著录项

  • 来源
    《Journal of Communications》 |2019年第3期|179-186|共8页
  • 作者单位

    Computer Science Department Faculty of Computing and Information Technology King AbdulAziz University Jeddah Saudi Arabia;

    Information Technology Department Faculty of Computing and Information Technology King AbdulAziz University Jeddah Saudi Arabia;

    Institute of Informatics and Telecommunications NCSR Demokritos Athens Greece;

    Laboratory for Information & Decision Systems Massachusetts Institute of Technology Cambridge MA USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Capacity; LTE; Network selection; QoS; Wi-Fi Offloading;

    机译:容量;LTE;网络选择;服务质量Wi-Fi卸载;
  • 入库时间 2022-08-18 04:54:47

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