Using tools developed in a recent work by Shen and the second author, in this paper we carry out an in-depth study on the average decoding error probability of the random matrix ensemble over the erasure channel under three decoding principles, namely unambiguous decoding, maximum likelihood decoding and list decoding. We obtain explicit formulas for the average decoding error probabilities of the random matrix ensemble under these three decoding principles and compute the error exponents. Moreover, for unambiguous decoding, we compute the variance of the decoding error probability of the random matrix ensemble and the error exponent of the variance, which imply a strong concentration result, that is, roughly speaking, the ratio of the decoding error probability of a random code in the ensemble and the average decoding error probability of the ensemble converges to 1 with high probability when the code length goes to infinity.
翻译:使用沈氏和第二作者最近工作开发的工具,本文中我们根据三项解码原则,即明确的解码、最大可能的解码和解码列表,深入研究了消化频道随机矩阵共合体平均解码错误概率。我们获得了这三项解码原则下随机矩阵共合体平均解码错误概率的明确公式,并计算出错误出处。此外,对于明确的解码,我们计算了随机矩阵共和体解码错误概率的差异以及差异的错误推导,这意味着一个强烈的集中结果,大致上说来,就是通识中随机代码的解码错误概率比率,以及当代码长度变得不精确时,编码共和编码平均解码错误概率会汇到1,概率很高。