多无线网络视频流的联合网络和速率分配

D. Jurca, W. Kellerer, E. Steinbach, Shoaib Khan, Srisakul Thakolsri, P. Frossard
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引用次数: 16

摘要

我们解决了多个并行网络上的视频流问题。在多个用户访问不同类型应用程序的情况下,我们正在寻找分配网络资源和为每个应用程序选择网络路径的有效方法,以最大限度地提高整体系统性能。我们的优化联合问题包括为每个单独的用户找到适当的应用程序速率分配和网络参数,从而使通用系统质量度量最大化。介绍了每个考虑的应用程序的需求与总体质量度量之间的特定映射,并将我们的结果与基于吞吐量优化策略的其他解决方案进行了比较。当客户端可以加入/离开接入网络时,我们的方法的优越性和鲁棒性在恒定和动态系统中得到了广泛的模拟。此外,我们引入了启发式算法,可以获得良好的结果,并且在计算和执行时间方面成本低廉。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint Network and Rate Allocation for Video Streaming over Multiple Wireless Networks
We address the problem of video streaming over multiple parallel networks. In the context of multiple users, accessing different types of applications, we are looking for efficient ways of allocating network resources and selecting network paths for each application, in order to maximize the overall systems performance. Our optimization joint problem consists of finding the appropriate application rate allocation and network parameters for each individual user, such that a universal system quality metric is maximized. A specific mapping between the requirements of each considered application and the overall quality metric is introduced, and our results are compared to other solutions based on throughput optimization strategies. The superiority and robustness of our approach is shown through extensive simulations in constant and dynamic systems, when clients can join/leave the access networks. Furthermore, we introduce heuristic algorithms which can obtain good results and are inexpensive in terms of computation and execution time.
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