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Performance optimisation for bit-interleaved coded modulation with iterative demapping with max-log- maximum a posterior detection

机译:带有max-log-max后验的迭代解映射的比特交织编码调制的性能优化

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摘要

Max-log-maximum a posterior (MAP) detection is preferred in practical systems rather than log-MAP because of its lower complexity, but also suffers from a considerable performance loss. In this study, the authors focus on the performance optimisation for (doped) bit-interleaved coded modulation with iterative demapping schemes where max-log-MAP detection is employed. First, they study the effects of max-log-MAP detection to the extrinsic information transfer curves of the (doped) demapper and decoder, and reselect the constellation labelling. Second, they find that the small difference between max-log-MAP and log-MAP detection in each iteration would be accumulated during the whole iterative procedure referred to as error accumulation, which causes a large performance loss, and consequently they propose some methods to control the error accumulation. Owing to the labelling reselection and error-accumulation control, the proposed scheme exhibits several tenths to 1 dB gains, compared with the conventional schemes, while maintaining low complexity.
机译:在实际系统中,最大对数最大后验(MAP)检测比log-MAP更可取,因为它具有较低的复杂度,但同时也会遭受相当大的性能损失。在这项研究中,作者专注于采用迭代解映射方案的(掺杂)位交织编码调制的性能优化,其中采用了最大对数MAP检测。首先,他们研究了最大对数MAP检测对(掺杂的)解映射器和解码器的外部信息传递曲线的影响,并重新选择星座标记。其次,他们发现在每次迭代中max-log-MAP和log-MAP检测之间的微小差异将在整个迭代过程(称为错误累积)中累积,这会导致较大的性能损失,因此,他们提出了一些方法来控制错误累积。由于标签重选和错误累积控制,与常规方案相比,所提出的方案具有十分之几到1 dB的增益,同时保持了较低的复杂性。

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