论文标题
DMC的可靠性函数上的上限
An Upper Bound on the Reliability Function of the DMC
论文作者
论文摘要
我们在离散无内存通道上的通道编码的可靠性函数上得出了一个新的上限。 Our bounding technique relies on two main elements: (i) adding an auxiliary genie-receiver that reveals to the original receiver a list of codewords including the transmitted one, which satisfy a certain type property, and (ii) partitioning (most of) the list into subsets of codewords that satisfy a certain pairwise-symmetry property, which facilitates lower bounding of the average error probability by the pairwise error probability within a子集。我们将获得的绑定与Shannon-Gallager-Berlekamp直线绑定,球形包装的绑定以及Blahut绑定的修订版本进行了比较。与上述所有三个边界相比,我们的界限至少在所有速率上至少都很紧密,并且在一定范围内的较低范围更严格的情况下。我们的推导以统一的方式执行,该方式适合任何速率,以及对于相应的零错误容量为零时,对一类广泛的添加剂解码指标进行执行。我们进一步提出了一个相对简单的函数,在某些情况下,可以被视为可靠性函数的近似值。我们还提出了界限的双重形式,并讨论了更简单形式的松散结合,该结合对二进制对称通道的情况进行了分析,并具有最大的似然解码。
We derive a new upper bound on the reliability function for channel coding over discrete memoryless channels. Our bounding technique relies on two main elements: (i) adding an auxiliary genie-receiver that reveals to the original receiver a list of codewords including the transmitted one, which satisfy a certain type property, and (ii) partitioning (most of) the list into subsets of codewords that satisfy a certain pairwise-symmetry property, which facilitates lower bounding of the average error probability by the pairwise error probability within a subset. We compare the obtained bound to the Shannon-Gallager-Berlekamp straight-line bound, the sphere-packing bound, and an amended version of Blahut's bound. Our bound is shown to be at least as tight for all rates, with cases of stricter tightness in a certain range of low rates, compared to all three aforementioned bounds. Our derivation is performed in a unified manner which is valid for any rate, as well as for a wide class of additive decoding metrics, whenever the corresponding zero-error capacity is zero. We further present a relatively simple function that may be regarded as an approximation to the reliability function in some cases. We also present a dual form of the bound, and discuss a looser bound of a simpler form, which is analyzed for the case of the binary symmetric channel with maximum likelihood decoding.