串行串接Turbo码的最大后验阈值估计

Tarik Benaddi, Arti D. Yardi, C. Poulliat, I. Andriyanova
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引用次数: 1

摘要

我们研究了序列串联turbo码的最大后验阈值估计问题。首先,我们提供了一种使用EBP-GEXIT图的数值近似和Maxwell构造来计算MAP阈值的方法。其次,我们探讨了空间耦合信念传播(BP)阈值相对于先前计算的MAP阈值的位置,并分析了这些方案的饱和现象。仿真结果表明,空间耦合涡轮码的BP阈值与利用EBP-GEXIT图得到的MAP阈值趋于饱和。
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Estimating the Maximum a Posteriori Threshold for Serially Concatenated Turbo Codes
We investigate the problem of estimating the maximum a posteriori (MAP) threshold for serially concatenated turbo codes. First, we provide a method to compute this MAP threshold using a numerical approximation of the EBP-GEXIT chart and the Maxwell construction. Second, we explore where the spatially coupled belief propagation (BP) threshold is located with respect to the previously computed MAP threshold and analyze the saturation phenomenon of such schemes. Simulation results indicate that the BP threshold of the spatially coupled turbo-codes saturates to the MAP threshold obtained using the EBP-GEXIT chart.
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