Resolvability of the Multiple Access Channel with Two-Sided Cooperation

Noha Helal, M. Bloch, Aria Nosratinia
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Abstract

We study the randomness required at the inputs of a multiple access channel in order to produce a desired, approximately i.i.d., output distribution, subject to cooperation in one of the following forms: (i) a common message, (ii) conferencing, (iii) feedback and (iv) generalized feedback. For the cases (i)-(iii), we characterize the channel resolvability via matching inner and outer bounds, and for generalized feedback we provide two inner bounds representing the role of decoding and randomness extraction, which can also be combined. One of the main contributions of this work is to show that resolvability rates of the multiple access channel are not improved with feedback, unlike the multiple access channel capacity which is improved by feedback.
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双边合作下多址信道的可解析性
我们研究了多址信道输入所需的随机性,以产生一个期望的,近似i.i.d的输出分布,服从于以下形式之一的合作:(i)共同消息,(ii)会议,(iii)反馈和(iv)广义反馈。对于情况(i)-(iii),我们通过匹配内界和外界来表征信道可解析性,对于广义反馈,我们提供了两个代表解码和随机提取作用的内界,它们也可以组合在一起。这项工作的主要贡献之一是表明,与反馈提高多址信道容量不同,反馈并没有提高多址信道的可解析率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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