Quality of Experience based optimization of heterogeneous multimedia sessions in IMS

A. Brajdic, A. Kassler, M. Matijasevic
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引用次数: 5

Abstract

For delivering multimedia services over (wireless) networks it is important that the mechanisms which negotiate and optimize content delivery under resource constraints take into account user perceived quality in order to improve user satisfaction. Within the scope of the IP Multimedia Subsystem (IMS) architecture a novel application server may be added which handles multi-user multi-flow Quality of Experience (QoE) negotiation and adaptation for heterogeneous user sessions. Based on a mathematical model, which takes into account the characteristics of audio, video and data sessions for QoE optimization, we develop several optimization algorithms to be used by the application server to maximize overall user defined QoE parameters for all ongoing multimedia sessions, subject to network resource constraints. Our results show that a greedy based approach provides a reasonable compromise in terms of run-time and sub-optimality for the overall QoE based resource allocations.
IMS中基于体验质量的异构多媒体会话优化
为了在(无线)网络上提供多媒体服务,重要的是在资源限制下协商和优化内容交付的机制要考虑到用户感知的质量,以提高用户满意度。在IP多媒体子系统(IMS)体系结构的范围内,可以添加一个新的应用服务器来处理多用户多流体验质量(QoE)协商和异构用户会话的适应。基于一个数学模型,该模型考虑了音频、视频和数据会话的QoE优化特征,我们开发了几个优化算法,供应用服务器使用,以最大限度地提高所有正在进行的多媒体会话的总体用户定义的QoE参数,同时受网络资源约束。我们的结果表明,基于贪心的方法在运行时和基于QoE的整体资源分配的次优性方面提供了合理的折衷。
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