QoE模型、测量与预测研究进展
QoE Modelling, Measurement and Prediction: A Review
摘要:
在移动计算系统中,用户可以使用诸如平板电脑和智能电话的移动设备随时随地访问网络服务。这些设备通过网络或电信运营商连接到互联网。用户通常对不同运营商提供给他们的服务有一些期望。用户的期望以及诸如认知和行为状态、成本和网络服务质量(QoS)的附加因素可以确定他们的体验质量(QoE)。如果用户对他们的QoE不满意,他们可以切换到不同的提供商,或者可以停止使用特定的应用或服务。因此,QoE测量和预测技术可以使用户受益于来自服务提供商的个性化服务。另一方面,它可以帮助服务提供商实现更低的用户-运营商成本。本文介绍了一个国家的最先进的研究领域的QoE建模,测量和预测。特别是,我们调查和讨论现有技术的优点和缺点。最后,我们提出了未来的研究方向,开发新的QoE测量和预测技术
英文摘要:
In mobile computing systems, users can access network services anywhere and anytime using mobile devices such as tablets and smart phones. These devices connect to the Internet via network or telecommunications operators. Users usually have some expectations about the services provided to them by different operators. Users' expectations along with additional factors such as cognitive and behavioural states, cost, and network quality of service (QoS) may determine their quality of experience (QoE). If users are not satisfied with their QoE, they may switch to different providers or may stop using a particular application or service. Thus, QoE measurement and prediction techniques may benefit users in availing personalized services from service providers. On the other hand, it can help service providers to achieve lower user-operator switchover. This paper presents a review of the state-the-art research in the area of QoE modelling, measurement and prediction. In particular, we investigate and discuss the strengths and shortcomings of existing techniques. Finally, we present future research directions for developing novel QoE measurement and prediction techniques
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。