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Simplified Log-MAP Algorithm for Very Low-Complexity Turbo Decoder Hardware Architectures

机译:极低复杂度Turbo解码器硬件架构的简化Log-MAP算法

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摘要

Motivated by the importance of hardware implementation in practical turbo decoders, a simplified, yet effective, n-input max∗ approximation algorithm is proposed with the aim being its efficient implementation for very low-complexity turbo decoder hardware architectures. The simplification is obtained using an appropriate digital circuit for finding the first two maximum values in a set of n data that embeds the computation of a correction term. Various implementation results show that the proposed architecture is simpler by 30%, on average, than the constant logarithmic-maximum a posteriori (Log-MAP) one, in terms of chip area with the same delay. This comes at the expense of very small performance degradation, in the order of 0.1 dB for up to moderate bit error rates, e.g., 10e−5, assuming binary turbo codes. However, when applying scaling to the extrinsic information, the proposed algorithm achieves almost identical Log-MAP turbo code performance for both binary and double-binary turbo codes, without increasing noticeably the implementation complexity.
机译:出于在实际Turbo解码器中实现硬件的重要性的考虑,提出了一种简化而有效的n输入max *近似算法,其目的是针对非常低复杂度的Turbo解码器硬件架构提供有效的实现。使用适当的数字电路来获得简化,该数字电路用于在嵌入校正项的计算的一组n个数据中找到前两个最大值。各种实现结果表明,在相同延迟的芯片面积方面,所提出的体系结构比常数对数最大后验(Log-MAP)平均要简单30%。这以非常小的性能下降为代价,假设二进制turbo码,则对于中等的误码率,例如10e-5,大约为0.1dB。然而,当对外部信息应用缩放时,所提出的算法对于二进制和双二进制turbo码都实现了几乎相同的Log-MAP Turbo码性能,而不会显着增加实现的复杂性。

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