Feedback-Based Online Network Coding

被引:27
|
作者
Sundararajan, Jay Kumar [1 ,2 ]
Shah, Devavrat [3 ]
Medard, Muriel [3 ]
Sadeghi, Parastoo [4 ]
机构
[1] MIT, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] Qualcomm Res, San Diego, CA 92121 USA
[3] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[4] Australian Natl Univ, Canberra, ACT 2601, Australia
关键词
ARQ; decoding delay; network coding;
D O I
10.1109/TIT.2017.2710192
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Current approaches to the practical implementation of network coding are batch-based, and often do not use feedback, except possibly to signal completion of a file download. In this paper, the various benefits of using feedback in a network coded system are studied. It is shown that network coding can be performed in a completely online manner, without the need for batches or generations, and that such online operation does not affect the throughput. Although these ideas are presented in a single-hop packet erasure broadcast setting, they naturally extend to more general lossy networks, which employ network coding in the presence of feedback. The impact of feedback on sender-side queue size and receiver-side decoding delay is studied in an asymptotic sense as the traffic load approaches capacity. Different notions of decoding delay are considered, including an order-sensitive notion, which assumes that packets are useful only when delivered in order. Strategies for adaptive coding based on feedback are presented. Our scheme achieves throughput optimality and asymptotically optimal sender queue size and is conjectured to achieve asymptotically optimal in-order delivery delay for any number of receivers. This paper may be viewed as a natural extension of Automatic Repeat reQuest to coded networks.
引用
收藏
页码:6628 / 6649
页数:22
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