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An early termination-based improved algorithm for fixed-complexity sphere decoder

机译:固定复杂度球形解码器的基于早期终止的改进算法

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The fixed-complexity sphere decoder (FSD) has been proposed to attain the near-optimal performance achieving the same diversity order as the maximum-likelihood decoder (MLD) recently. However, it suffers great redundant computations resulting in high power consumption. In this paper, we conduct an improved algorithm for the original FSD by using early termination (ET). This algorithm (abbreviated as ET-FSD) preserves the advantages of sphere decoder (SD) such as branch pruning and an adaptively updated pruning threshold. We compare the ET-FSD with the original FSD and a lately developed statistical threshold-based FSD (ST-FSD). Simulation results demonstrate that the ET-FSD attains the same performance with a much lower cost than the FSD, and is much more efficient than the ST-FSD in practice. In addition, the statistical threshold-based method can also be used for the ET-FSD (i.e., ST-ET-FSD) to further reduce the complexity.
机译:最近,已经提出了固定复杂度球形解码器(FSD)以实现接近最佳性能,该性能实现与最大似然解码器(MLD)相同的分集阶数。但是,它遭受大量冗余计算,从而导致高功耗。在本文中,我们通过使用早期终止(ET)对原始FSD进行了改进。该算法(缩写为ET-FSD)保留了球形解码器(SD)的优点,例如分支修剪和自适应更新的修剪阈值。我们将ET-FSD与原始FSD和最近开发的基于统计阈值的FSD(ST-FSD)进行了比较。仿真结果表明,ET-FSD以比FSD低得多的成本获得了相同的性能,并且在实践中比ST-FSD效率更高。另外,基于统计阈值的方法也可以用于ET-FSD(即,ST-ET-FSD),以进一步降低复杂度。

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