Modification of SOVA-Based Algorithms for Efficient Hardware Implementation

Lay-Hong Ang, Wee-Guan Lim, M. Kamuf
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引用次数: 5

Abstract

In this paper, a modified soft-output Viterbi algorithm (SOVA) is presented to enable efficent hardware implementation. The forward-only processing of the SOVA has an inherent lower latency than forward-backward algorithms such as BCJR and its offsprings, which are commonly used in iterative decoders. Thus, SOVA-based architectures require less parallelization and therefore hardware for the same data throughput. A simplification is proposed to the Battail rule (BR) SOVA to approximate the concurrent path reliability values with the corresponding metric differences. This simplified BR-SOVA (SB-SOVA) performs close to max-log-MAP. Furthermore, a novel hybrid decoding architecture is proposed that combines the simplicity of the original Hagenauer rule and the performance-preserving properties of the SB-SOVA to trade implementation complexity for decoding performance. The hybrid approach is evaluated with practical link-level simulations of the downlink data channel in LTE Rel-8.
改进基于sova的高效硬件实现算法
本文提出了一种改进的软输出Viterbi算法(SOVA),以实现高效的硬件实现。SOVA的前向处理具有比前向后向算法(如BCJR及其后代)更低的固有延迟,后者通常用于迭代解码器。因此,基于sova的体系结构需要更少的并行化,因此需要相同数据吞吐量的硬件。对Battail规则(BR) SOVA进行了简化,以近似对应度量差的并发路径可靠性值。这个简化的BR-SOVA (SB-SOVA)的性能接近max-log-MAP。此外,提出了一种新的混合解码架构,该架构结合了原始Hagenauer规则的简单性和SB-SOVA的性能保持特性,以换取解码性能的实现复杂性。通过LTE Rel-8下行数据通道的实际链路级仿真对混合方法进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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