论文标题

因果后匹配及其应用

Causal Posterior Matching and its Applications

论文作者

Lalitha, Anusha, Khina, Anatoly, Javidi, Tara

论文摘要

我们考虑了带有反馈的二进制对称通道上的通信问题,其中信息序列以因果关系(可能是随机的时尚)提供。我们开发了著名的Horstein方案的实时变体,并为其错误概率指数衰减率提供了分析保证。我们进一步使用该方案在二元对称通道上稳定不稳定的控制厂,并将分析保证与其经验性能以及任何可靠的代码进行比较。

We consider the problem of communication over the binary symmetric channel with feedback, where the information sequence is made available in a causal, possibly random, fashion. We develop a real-time variant of the renowned Horstein scheme and provide analytical guarantees for its error-probability exponential decay rate. We further use the scheme to stabilize an unstable control plant over a binary symmetric channel and compare the analytical guarantees with its empirical performance as well as with those of anytime-reliable codes.

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