The information bottleneck channel, also known as oblivious relaying, is a two-hop channel where a transmitter sends messages to a remote receiver via an intermediate relay node. A codeword sent by the transmitter passes through a discrete memoryless channel to reach the relay, which then processes the noisy channel output and forwards it to the receiver through a noiseless rate-limited link. The relay is oblivious, in the sense that it has no knowledge of the channel codebook used in transmission. Previous works on oblivious relaying focus on characterizing achievable rates. In this work, we study error exponents and explore connections to lossless source coding with a helper, also known as the Wyner-Ahlswede-Körner (WAK) problem. We first establish an achievable error exponent for oblivious relaying under constant compositions codes. A key feature of our analysis is the use of the type covering lemma to design the relay's compress-forward scheme. We then show that employing constant composition code ensembles does not improve the rates achieved with their IID counterparts. We also derive a sphere packing upper bound for the error exponent. In the second part of this paper, we establish a connection between the information bottleneck channel and the WAK problem. We show that good codes for the latter can be produced through permuting codes designed for the former. This is accomplished by revisiting Ahlswede's covering lemma, and extending it to achieve simultaneous covering of a type class by several distinct sets using the same sequence of permutations. We then apply our approach to attain the best known achievable error exponent for the WAK problem, previously established by Kelly and Wagner. As a byproduct of our derivations, we also establish error exponents and achievable rates under mismatched decoding rules.


翻译:信息瓶颈信道,亦称遗忘中继,是一种两跳信道,其中发射机通过中间中继节点向远程接收机发送消息。发射机发送的码字经离散无记忆信道传输至中继节点,中继对含噪信道输出进行处理后,通过无噪速率受限链路转发给接收机。该中继具有遗忘特性,即其不了解传输中使用的信道码本。先前关于遗忘中继的研究主要集中于刻画可达速率。本文研究误差指数,并探讨其与带辅助的无损源编码(即Wyner-Ahlswede-Körner问题)的关联。首先,我们在定组成码条件下建立了遗忘中继的可达误差指数。分析的关键特征是利用类型覆盖引理设计中继的压缩转发方案。随后证明采用定组成码系综未能提升其独立同分布对应码所能达到的速率。我们还推导了误差指数的球包上界。本文第二部分建立了信息瓶颈信道与WAK问题之间的联系,通过置换为前者设计的码可构造后者的优良码。这一结论通过重新审视Ahlswede覆盖引理并将其扩展至利用相同置换序列实现多个不同集合对类型类的同步覆盖而达成。应用该方法,我们获得了WAK问题当前最优的可达误差指数(该结果由Kelly与Wagner先前确立)。作为推导的副产品,我们还建立了失配译码规则下的误差指数与可达速率。

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