A feedback-based adaptive broadcast coding scheme for reducing in-order delivery delay

J. Sundararajan, P. Sadeghi, M. Médard
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引用次数: 64

Abstract

We propose a new feedback-based adaptive coding scheme for a packet erasure broadcast channel. The main performance metric of interest is the delay. We consider two types of delay - decoding delay and delivery delay. Decoding delay is the time difference between the instant when the packet is decoded at an arbitrary receiver and the instant when it arrived at the sender. Delivery delay also includes the period when a decoded packet waits in a resequencing buffer at the receiver until all previous packets have also been decoded. This notion of delay is motivated by applications that accept packets only in order. Our coding scheme has the innovation guarantee property and is hence throughput optimal. It also allows efficient queue management. It uses the simple strategy of mixing only the oldest undecoded packet of each receiver, and therefore extends to any number of receivers. We conjecture that this scheme achieves the asymptotically optimal delivery (and hence decoding) delay. The asymptotic behavior is studied in the limit as the load factor of the system approaches capacity. This conjecture is verified through simulations.
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一种基于反馈的自适应广播编码方案,用于减少有序传输延迟
提出了一种新的基于反馈的分组擦除广播信道自适应编码方案。主要的性能指标是延迟。我们考虑两种类型的延迟——解码延迟和传输延迟。解码延迟是数据包在任意接收端被解码的瞬间与到达发送端瞬间之间的时间差。传送延迟还包括已解码的数据包在接收器的重排序缓冲区中等待的时间,直到所有先前的数据包也已解码。这种延迟的概念是由只按顺序接受数据包的应用程序引起的。该编码方案具有创新保证特性,是吞吐量最优的编码方案。它还允许高效的队列管理。它使用简单的策略,只混合每个接收器的最古老的未解码数据包,因此可以扩展到任意数量的接收器。我们推测,该方案达到渐近最优的传输(因此解码)延迟。研究了系统在负荷因子接近容量时的极限下的渐近行为。通过仿真验证了这一猜想。
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Broadcast erasure channel with feedback - Capacity and algorithms On error control codes for random network coding On the limiting behavior of Random Linear Network Codes Performance modeling of stochastic networks with network coding Adaptive network coding for broadcast channels
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