作者
Shrinivas Kudekar, Henry D Pfister
发表日期
2010/9/29
研讨会论文
2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
页码范围
347-353
出版商
IEEE
简介
Recently, it was observed that spatially-coupled LDPC code ensembles approach the Shannon capacity for a class of binary-input memoryless symmetric (BMS) channels. The fundamental reason for this was attributed to a threshold saturation phenomena derived in. In particular, it was shown that the belief propagation (BP) threshold of the spatially coupled codes is equal to the maximum a posteriori (MAP) decoding threshold of the underlying constituent codes. In this sense, the BP threshold is saturated to its maximum value. Moreover, it has been empirically observed that the same phenomena also occurs when transmitting over more general classes of BMS channels. In this paper, we show that the effect of spatial coupling is not restricted to the realm of channel coding. The effect of coupling also manifests itself in compressed sensing. Specifically, we show that spatially-coupled measurement matrices have an …
引用总数
201120122013201420152016201720182019202020212022202320245261313121344446431
学术搜索中的文章
S Kudekar, HD Pfister - 2010 48th Annual Allerton Conference on …, 2010