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Near-capacity dirty-paper code design : a source-channel coding approach

机译:接近容量的脏纸代码设计:一种源通道编码方法

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This paper examines near-capacity dirty-paper code designs based on source-channel coding. We first point out that the performance loss in signal-to-noise ratio (SNR) in our code designs can be broken into the sum of the packing loss from channel coding and a modulo loss, which is a function of the granular loss from source coding and the target dirty-paper coding rate (or SNR). We then examine practical designs by combining trellis-coded quantization (TCQ) with both systematic and nonsystematic irregular repeat-accumulate (IRA) codes. Like previous approaches, we exploit the extrinsic information transfer (EXIT) chart technique for capacity-approaching IRA code design; but unlike previous approaches, we emphasize the role of strong source coding to achieve as much granular gain as possible using TCQ. Instead of systematic doping, we employ two relatively shifted TCQ codebooks, where the shift is optimized (via tuning the EXIT charts) to facilitate the IRA code design. Our designs synergistically combine TCQ with IRA codes so that they work together as well as they do individually. By bringing together TCQ (the best quantizer from the source coding community) and EXIT chart-based IRA code designs (the best from the channel coding community), we are able to approach the theoretical limit of dirty-paper coding. For example, at 0.25 bit per symbol (b/s), our best code design (with 2048-state TCQ) performs only 0.630 dB away from the Shannon capacity.
机译:本文研究了基于源通道编码的近容量脏纸代码设计。我们首先指出,在我们的代码设计中,信噪比(SNR)的性能损失可分为信道编码的打包损失和模数损失的总和,这是源代码的细粒度损失的函数编码和目标脏纸编码率(或SNR)。然后,我们通过将网格编码量化(TCQ)与系统性和非系统性不规则重复累积(IRA)码相结合来检查实际设计。像以前的方法一样,我们利用外部信息传输(EXIT)图表技术来进行IRA代码设计。但是与以前的方法不同,我们强调强大的源代码编码的作用,以使用TCQ来获得尽可能多的粒度增益。代替系统的掺杂,我们采用了两个相对偏移的TCQ码本,其中对偏移进行了优化(通过调整EXIT图)以促进IRA码设计。我们的设计将TCQ与IRA代码协同结合,从而使它们可以一起工作以及单独工作。通过将TCQ(来自源编码社区的最佳量化器)和基于EXIT图表的IRA代码设计(来自通道编码社区的最佳量化)结合在一起,我们可以达到脏纸编码的理论极限。例如,在每个符号0.25位(b / s)的情况下,我们最好的代码设计(具有2048状态TCQ)与Shannon容量的距离仅为0.630 dB。

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