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    • 1. 发明授权
    • System and methods for estimation and improvement of user, service and network QOE metrics
    • 用于估计和改进用户,服务和网络QOE指标的系统和方法
    • US09414248B2
    • 2016-08-09
    • US14212600
    • 2014-03-14
    • Movik Networks, Inc.
    • Surya Kumar KovvaliCharles W. BoyleJohn HutchinsNizar PurayilMythili Vutukuru
    • H04L12/26H04W24/08H04W24/04H04L12/24H04W40/12
    • H04W24/08H04L41/5009H04L43/0864H04L43/0888H04W24/04H04W40/12
    • Methods for estimating Subscriber quality of experience (QOE) for mobile users accessing networks for different services from observed data in control and user planes in mobile wireless networks and then summarizing inferences per user, per service, per sector, group of sectors and other aggregate points, and exporting this information for reducing user churn, network planning and network tuning, application adaptation to improve QOE are disclosed. Methods for improving subscriber QOE metrics for certain applications, services and web-sites for improved monetization methods are also presented. The methods facilitate quantifying network goodness from the user application point of view, and exporting triggers to other network elements, such as SON Server, OSS and PCRF, when QOE anomalies are detected. Additionally, this exported information could also trigger content adaptation, delivery optimizations and other actions. Finally, client, server and intermediary enhancements to improve QOE of certain applications in delay/capacity varying networks are presented.
    • 用于估计移动用户不同服务的用户的用户质量(QOE)与移动无线网络中的控制和用户平面中的观察数据的归一化,然后总结每个用户,每个服务,每个扇区,一组扇区和其他聚合点的推论 并出口这一信息,以减少用户流失,网络规划和网络调整,应用适应来改善QOE。 还提出了用于改善某些应用程序,服务和网站的用户QOE度量以改进获利方法的方法。 当检测到QOE异常时,这些方法有助于从用户应用的角度量化网络优势,并将触发器导出到其他网络元素,如SON服务器,OSS和PCRF。 此外,此导出的信息还可以触发内容适配,传递优化和其他操作。 最后,提出了客户端,服务器和中间增强功能,以改善延迟/容量变化网络中某些应用的QOE。