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Video packet loss rate prediction over delay-prone packet-based networks

机译:视频丢包率预测延迟易于基于数据包的网络

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摘要

The continuous advancement in communication technology has introduced many video communication applications. The rise in demand for these applications has brought about an increase in bandwidth consumption. Despite the ability of the new generation of technology to render this need, challenges on transmitting a video with good quality over networks still exists. One of these is the variation in delay caused by congestion in the links of the network. In real-time transmission, this delay can cause a packet to be dropped, leading to an error in the video stream. This error can propagate to the subsequent frames, further degrading the quality of video at the receiver end. One major cause of error propagation is the loss of packets due to an extensive delay. In this paper, a multi-hop wired network was simulated to demonstrate packet loss due to packet drop caused by queuing on the hops; and the effects of packet drop in video transmission on the quality of video were observed. A maximum threshold end-to-end delay had been observed wherein the packet is dropped when this value of delay is exceeded. The dropped packet had been correlated to the number of queued packets on the link where it was dropped. With the simulated packet loss pattern used on video transmission, the quality of video between lossless video transmission and that with packet loss and the effects of packet loss between different bit rate and motion complexity had been observed and differentiated.
机译:通信技术的持续进步引入了许多视频通信应用。对这些应用的需求的增加带来了带宽消耗的增加。尽管新一代技术能够提供这种需求,但仍然存在对具有良好质量的视频传输视频的挑战仍然存在。其中一个是网络链接中拥塞引起的延迟的变化。在实时传输中,此延迟可能导致要丢弃的数据包,导致视频流中的错误。此错误可以传播到后续帧,进一步降低了接收器端的视频质量。错误传播的一个主要原因是由于广泛的延迟导致数据包的丢失。在本文中,模拟了一个多跳有线网络,以演示由于跳跃的排队引起的数据包丢失而展示丢包;观察到数据传输对视频质量的数据包下降的影响。已经观察到最大阈值端到端延迟,其中在超过该值的延迟值时丢弃分组。丢弃的数据包与其丢弃的链路上的排队数据包数相关联。利用用于视频传输的模拟分组丢失模式,已经观察到和分别在不同比特率和运动复杂性之间与分组丢失和分组丢失之间的视频之间的视频质量。

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