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Adaptive Rate Control for Video Streaming over Wireless

机译:无线视频流的自适应速率控制

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Multimedia transmission over wireless has become more and more important with the increasing popularity of wireless multimedia application. Video streaming has many QoS requirements, for instance, delay sensitive and smooth rate variation. Meanwhile, compared with wired channel, wireless channel has more constraints, such as limited bandwidth, high delay, and high BER (bit error rate). In order to address the above problems, this paper proposes a novel TCP-Friendly rate control mechanism for video streaming over wireless. It differentiates previous rate control algorithms in three aspects: redefinition of loss interval to make it applicable to both variable packet size stream and constant packet size stream; Recursive Least Square (RLS) algorithm has been introduced to get better estimation of RTT and respond to RTT change fast; Buffer occupancy information in the last hop is fed back to sender, then sender makes use of the information to control connection num to improve bandwidth usage rate. Through simulations, it is proved that our rate control mechanism can respond to bandwidth change fast and keep smooth transmit rate. At the same time, our algorithm can detect congestion in the bottleneck accurately and fast and achieve high bandwidth usage rate.
机译:随着无线多媒体应用的越来越普及,无线的多媒体传输变得越来越重要。视频流具有许多QoS要求,例如延迟敏感和平滑的速率变化。同时,与有线通道相比,无线信道具有更多限制,如有限的带宽,高延迟和高BER(误码率)。为了解决上述问题,本文提出了一种新的技术流借助于无线视频流的TCP友好速率控制机制。它在三个方面区分了先前的速率控制算法:重新定义损耗间隔,使其适用于可变分组大小流和恒定的分组大小流;递归最小二乘(RLS)算法已被引入估计RTT的更好估计并快速响应RTT变化;缓冲区跳跃中的占用信息被反馈到发件人,然后发件人利用信息来控制连接数以提高带宽使用率。通过模拟,我们证明了我们的速率控制机制可以快速响应带宽变化并保持流畅的传输速率。与此同时,我们的算法可以准确且快速地检测瓶颈中的拥塞,实现高带宽使用率。

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