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Quality optimal policy for H.264 scalable video scheduling in broadband multimedia wireless networks

机译:宽带多媒体无线网络中H.264可扩展视频调度的优质优质策略

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In this paper we consider the problem of optimal H.264 scalable video scheduling, with an objective of maximizing the end user video quality while ensuring fairness in 3G/4G broadband wireless networks. We propose a novel framework to characterize the video quality based utility of the H.264 temporal and quality scalable video layers. Subsequently we formulate the scalable video scheduling framework as a Markov decision process (MDP) for long term average video utility maximization and derive an optimal index based scalable video scheduling policy (ISVP) towards video quality maximization. This framework employs a reward structure which incorporates video quality and user starvation, thus leading to video quality maximization, while not compromising fairness. Simulation results demonstrate that the proposed ISVP outperforms the Proportional Fairness (PF) and Linear Index Policy (LIP) schedulers in terms of end user video quality.
机译:在本文中,我们考虑了最佳H.264可伸缩视频调度的问题,目的是最终用户视频质量,同时确保3G / 4G宽带无线网络中的公平性。我们提出了一种新颖的框架,以表征H.264时间和质量可伸缩视频层的视频质量效用。随后,我们将可扩展的视频调度框架作为马尔可夫决策过程(MDP),用于长期平均视频实用程序最大化,并导出基于最佳索引的可扩展视频调度策略(ISVP),朝向视频质量最大化。该框架采用奖励结构,该结构包含视频质量和用户饥饿,从而导致视频质量最大化,同时不会影响公平性。仿真结果表明,在最终用户视频质量方面,所提出的ISVP优于比例公平性(PF)和线性指数政策(LIP)调度仪。

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