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Early stopping turbo decoders: a high-throughput, low-energy bit-level approach and implementation

机译:提早停止的Turbo解码器:高吞吐量,低能耗的比特级方法和实现

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摘要

This study presents the design for a new bit-level early stopping algorithm that can be considered as an improvement of the block-level sign-change-ratio-based early stopping approach for high-speed turbo decoding applications. Conventional early stopping methods provide limited improvements in throughput/energy efficiency but result in decoding accuracy degradations. By identifying agreement of the extrinsic log-likelihood-ratio as continuous sign matches on consecutive iterations, the trace-forward and trace-backward operations can be avoided for individual bits. This reduction in computation results in increased decoding throughput at reduced processing energy cost without affecting decoding accuracy. This is confirmed by mapping the new design onto a field programmable gate array where at Eb/No of 2 dB, the throughput is a factor of 2.3 higher with processing energy saving of 60% compared with that of a conventional turbo decoder.
机译:这项研究提出了一种新的比特级提前停止算法的设计,该算法可以被认为是对基于块级符号变化率的基于高速turbo解码应用的提前停止方法的改进。传统的早期停止方法在吞吐量/能量效率上提供了有限的改进,但是导致解码精度下降。通过将外部对数似然比的一致性识别为连续迭代中的连续符号匹配,可以避免单个位的跟踪向前和向后跟踪操作。计算上的这种减少导致以降低的处理能量成本而增加解码吞吐量,而不影响解码精度。通过将新设计映射到现场可编程门阵列可以证实这一点,该阵列在Eb / No为2 dB时,吞吐量比传统Turbo解码器高2.3倍,处理能源节省60%。

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