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Distortion-Aware Concurrent Multipath Transfer for Mobile Video Streaming in Heterogeneous Wireless Networks

机译:用于移动视频的失真感知并发多路径传输   异构无线网络中的流媒体

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摘要

The massive proliferation of wireless infrastructures with complementarycharacteristics prompts the bandwidth aggregation for Concurrent MultipathTransfer (CMT) over heterogeneous access networks. Stream Control TransmissionProtocol (SCTP) is the standard transport-layer solution to enable CMT inmultihomed communication environments. However, delivering high-qualitystreaming video with the existing CMT solutions still remains problematic dueto the stringent QoS (Quality of Service) requirements and path asymmetry inheterogeneous wireless networks. In this paper, we advance the state of the artby introducing video distortion into the decision process of multipath datatransfer. The proposed Distortion-Aware Concurrent Multipath Transfer (CMT-DA)solution includes three phases: 1) per-path status estimation and congestioncontrol; 2) quality-optimal video flow rate allocation; 3) delay and losscontrolled data retransmission. The term `flow rate allocation' indicatesdynamically picking appropriate access networks and assigning the transmissionrates. We analytically formulate the data distribution over multiplecommunication paths to minimize the end-to-end video distortion and derive thesolution based on the utility maximization theory. The performance of theproposed CMT-DA is evaluated through extensive semi-physical emulations inExata involving H.264 video streaming. Experimental results show that CMT-DAoutperforms the reference schemes in terms of video PSNR (Peak Signal-to-NoiseRatio), goodput, and inter-packet delay.
机译:具有互补特性的无线基础设施的大量普及促使异构访问网络上的并发多路径传输(CMT)带宽聚集。流控制传输协议(SCTP)是在多宿主通信环境中启用CMT的标准传输层解决方案。但是,由于严格的QoS(服务质量)要求和异构无线网络中路径的不对称性,使用现有CMT解决方案交付高质量的流视频仍然存在问题。在本文中,我们通过将视频失真引入多径数据传输的决策过程中来提高技术水平。提出的失真感知并发多路径传输(CMT-DA)解决方案包括三个阶段:1)每路径状态估计和拥塞控制; 2)质量最优的视频流分配; 3)延迟和丢失控制的数据重传。术语“流量分配”表示动态地选择适当的接入网络并分配传输速率。我们分析性地公式化了多条通信路径上的数据分布,以最小化端到端视频失真,并基于效用最大化理论推导了解决方案。通过在Exata中涉及H.264视频流的大量半物理仿真来评估建议的CMT-DA的性能。实验结果表明,CMT-DA在视频PSNR(峰值信噪比),吞吐率和数据包间延迟方面优于参考方案。

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