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Channel simulation by interval algorithm: a performance analysis of interval algorithm

机译:区间算法的信道仿真:区间算法的性能分析

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This article deals with the problem of simulating a discrete memoryless channel and proposes two algorithms for channel simulation by using the interval algorithm. The first algorithm provides exact channel simulation and the number of fair random bits per input sample approaches the conditional resolvability of the channel with probability one. The second algorithm provides approximate channel simulation and the approximation error measured by the variational distance vanishes exponentially as the block length tends to infinity, when the number of fair random bits per input sample is above the conditional resolvability. Further, some asymptotic properties of these algorithms as well as the original interval algorithm for random number generation are clarified.
机译:本文解决了模拟离散无记忆通道的问题,并提出了两种使用间隔算法进行通道仿真的算法。第一种算法提供了精确的通道仿真,每个输入样本的公平随机位数接近概率为1的通道的条件可分辨性。当每个输入样本的公平随机位数超过条件可分辨性时,第二种算法提供了近似的通道模拟,并且随着块长度趋于无穷大,由变化距离测得的近似误差呈指数级消失。此外,阐明了这些算法的某些渐近性质以及用于随机数生成的原始间隔算法。

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