论文标题
建模HEVC解码过程的能耗
Modeling the Energy Consumption of the HEVC Decoding Process
论文作者
论文摘要
在本文中,我们提出了基于BIT特征的能量模型,该模型可以准确估算给定HEVC编码的位流所需的能量。因此,我们从文献中采用一个模型,并通过明确建模嵌入式过滤器来扩展它,这是以前没有进行的。此外,为了证明其出色的估计性能,它与文献中的七个不同的能量模型进行了比较。通过使用统一的评估框架,我们可以显示如何准确地对不同解码系统的解码能进行近似。我们对模型参数提供了详尽的解释,并解释了如何得出模型变量。为了显示一般的建模功能,我们测试了不同解码软件和硬件解决方案的估计性能,我们发现该模型通过达到框架的平均估计误差(对于软件的平均估计误差少于7%,基于硬件的系统的少于15%)优于文献中的模型。
In this paper, we present a bit stream feature based energy model that accurately estimates the energy required to decode a given HEVC-coded bit stream. Therefore, we take a model from literature and extend it by explicitly modeling the inloop filters, which was not done before. Furthermore, to prove its superior estimation performance, it is compared to seven different energy models from literature. By using a unified evaluation framework we show how accurately the required decoding energy for different decoding systems can be approximated. We give thorough explanations on the model parameters and explain how the model variables are derived. To show the modeling capabilities in general, we test the estimation performance for different decoding software and hardware solutions, where we find that the proposed model outperforms the models from literature by reaching frame-wise mean estimation errors of less than 7% for software and less than 15% for hardware based systems.