论文标题
带丝:用应用程序进行列举编码以概率塑造
Band-ESS: Streaming Enumerative Coding with Applications to Probabilistic Shaping
论文作者
论文摘要
概率振幅塑形(PAS)正轨成为通信系统的事实上的编码调制标准,旨在以高传输速率接近通道容量。繁殖这种广泛兴趣的PA的基本组成部分是振幅形状块,通过它控制了通道输入分布。该块负责将位字符串转换为具有某些特性的振幅序列,例如固定组成,有限的能量,有限的能量变化等。最近,引入了带状枚举球形(B-ESS)作为振幅成型技术,从而实现了有限的能量变化,从而实现了在光学通信方案中有用的能量。 B-ESS根据格子图进行操作,其中将具有高能量变化的序列修剪。在这项工作中,我们研究了B ess的实施。我们首先表明,由于该修剪得出的格子结构,B-ESS可以以非常低的存储复杂性来实现。格子计算显示为具有标量因子的一组递归乘法。然后,我们表明可以调整此标量因子,以便仅通过二进制移动而进一步简化和实现格子计算。该基于移位的B-ESS(1)可以任意长的区块长度实现,而不会产生复杂性的增加,并且(2)可以在类似于卷积编码的流模式下运行。
Probabilistic amplitude shaping (PAS) is on track to become the de facto coded modulation standard for communication systems aiming to operate close to channel capacity at high transmission rates. The essential component of PAS that breeds this widespread interest is the amplitude shaping block, through which the channel input distribution is controlled. This block is responsible for converting bit strings into amplitude sequences with certain properties, e.g., fixed composition, limited energy, limited energy variation, etc. Recently, band-trellis enumerative sphere shaping (B-ESS) was introduced as an amplitude shaping technique that achieves limited energy variations which is useful in optical communication scenarios. B-ESS operates based on a trellis diagram in which sequences with high energy variations are pruned. In this work, we study the implementation of B-ESS. We first show that thanks to the trellis structure obtained by this pruning, B-ESS can be implemented with very low storage complexity. The trellis computation is shown to be reduced to a set of recursive multiplications with a scalar factor. Then we show that this scalar factor can be adjusted such that the trellis computation is further simplified and realized with only binary shifts. This shift-based B-ESS (1) can be implemented for arbitrarily long blocklengths without incurring an increase in complexity, and (2) can operate in a streaming mode similar to convolutional coding.