Coding schemes for discrete memoryless multicast networks with and without feedback

Youlong Wu
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引用次数: 2

Abstract

Coding scheme for discrete memoryless multicast networks with rate-limited feedback from the receivers and relays to the transmitter is proposed. The coding scheme is based on block-Markov coding, joint backward decoding and hybrid relaying strategy. In each block, the relays use partial decode-forward strategy to decode part of the source message. Meanwhile, the receivers and relays use compress-forward strategy to compress their channel outputs and send the compression indices to the transmitter through the feedback links. In the next block, after obtaining the compression indices, the transmitter sends them together with the source message. Each receiver uses backward decoding to jointly decode the source message and all compression indices. It is shown that our coding scheme generalizes Gabbai and Bross's results for the single relay channel with partial feedback, where they proposed coding schemes based on restricted decoding and deterministic partitioning. For the single relay channel with relay-transmitter feedback, our coding scheme can strictly improve on noisy network coding, distributed decode-forward coding and all known lower bounds on the achievable rate in the absence of feedback. Furthermore, motivated by the feedback coding scheme, we propose a new coding scheme for discrete memoryless multicast networks without feedback, which also improves noisy network coding and distributed decode-forward coding.
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有反馈和无反馈离散无记忆多播网络的编码方案
提出了一种离散无记忆多播网络的编码方案,该网络具有接收端和中继端对发送端的速率限制反馈。该编码方案基于分组马尔可夫编码、联合反向解码和混合中继策略。在每个数据块中,中继使用部分解码转发策略对部分源消息进行解码。同时,接收端和中继端采用前向压缩策略对各自信道输出进行压缩,并通过反馈链路将压缩指标发送给发送端。在下一个块中,在获得压缩指数后,发送器将其与源消息一起发送。每个接收端采用反向解码的方式对源报文和所有压缩索引进行联合解码。我们的编码方案推广了Gabbai和Bross的部分反馈单中继信道的结果,他们提出了基于受限解码和确定性划分的编码方案。对于具有中继-发射机反馈的单中继信道,我们的编码方案可以严格改进无反馈情况下的噪声网络编码、分布式前向译码和所有已知的可达率下界。此外,在反馈编码方案的激励下,我们提出了一种新的无反馈离散无记忆组播网络编码方案,改进了噪声网络编码和分布式前向译码。
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