高效和显式的交互通信编码

R. Gelles, Ankur Moitra, A. Sahai
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引用次数: 75

摘要

我们重新考虑了在噪声信道上的可靠交互通信问题,并获得了可靠交互通信的第一个完全显式(随机)高效的恒速率仿真程序。我们的协议适用于任何具有恒定容量的离散存储器低噪声信道,并且在协议的总长度中以指数小的概率失败。在Schulman [Schulman 1993]的工作之后,我们的模拟使用了树状代码,但与Schulman使用的非建设性绝对树状代码相反,我们引入了树状代码的良度概念的放松,并定义了有效的树状代码。这种放松允许我们为任何两方协议构建显式仿真过程。我们的研究结果也适用于交互式多方通信的情况。我们证明了随机生成的树码(具有合适的恒定字母大小)是一种具有压倒性概率的有效可解码的有效树码。此外,我们能够通过只使用O(N)个随机比特的epsilon-biased分布来部分地非随机化这个结果,其中N是树的深度。
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Efficient and Explicit Coding for Interactive Communication
We revisit the problem of reliable interactive communication over a noisy channel, and obtain the first fully explicit (randomized) efficient constant-rate emulation procedure for reliable interactive communication. Our protocol works for any discrete memory less noisy channel with constant capacity, and fails with exponentially small probability in the total length of the protocol. Following a work by Schulman [Schulman 1993] our simulation uses a tree-code, yet as opposed to the non-constructive absolute tree-code used by Schulman, we introduce a relaxation in the notion of goodness for a tree code and define a potent tree code. This relaxation allows us to construct an explicit emulation procedure for any two-party protocol. Our results also extend to the case of interactive multiparty communication. We show that a randomly generated tree code (with suitable constant alphabet size) is an efficiently decodable potent tree code with overwhelming probability. Furthermore we are able to partially derandomize this result by means of epsilon-biased distributions using only O(N) random bits, where N is the depth of the tree.
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