面向qos的360度视频传输显著性感知方法

Wang Shen, Lianghui Ding, Guangtao Zhai, Ying Cui, Zhiyong Gao
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引用次数: 8

摘要

在带宽效率和体验质量(QoE)之间的权衡是360视频传输的关键问题。在本文中,我们提出了一个面向qos的显著性感知360视频传输框架来平衡这种权衡。目标是在不降低QoE的情况下减少带宽需求。具体来说,所提出的模型是基于决策过程的。我们使用Lyapunov优化来解决决策问题。此外,我们在模型中加入显著性信息来影响决策策略,使模型具有带宽效率的优势。仿真结果表明,Lyapunov优化的权衡参数可以平衡QoE和带宽效率之间的权衡,360视频显著性熵限制了QoE和带宽效率的上下限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A QoE-oriented Saliency-aware Approach for 360-degree Video Transmission
The tradeoff between bandwidth efficiency and quality of experience (QoE) is a key issue in 360 video transmission. In this paper, we propose a QoE-oriented saliency-aware 360 video transmission framework to balance this tradeoff. The target is to reduce the bandwidth demand without declining the QoE. Specifically, the proposed model is based on the decision-making process. We use Lyapunov optimization to solve the decisionmaking problem. Furthermore, we integrate saliency information into the model to influence the decision policy, so that the model has the advantage of bandwidth efficiency. The simulation results show that the tradeoff parameter of Lyapunov optimization can balance the tradeoff between QoE and bandwidth efficiency, and 360 video saliency entropy limits the upper and lower bounds of QoE and bandwidth efficiency.
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