Memory power reduction for the highspeed implementation of turbo codes

F. Maessen, A. Giulietti, B. Bougard, V. Derudder, L. Van der Perre, F. Catthoor, M. Engels
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引用次数: 10

Abstract

Turbo codes achieve the highest coding gain known and should be the best candidates for error correction in high-speed wireless systems. However, the standard implementation of their decoding standard of their decoding algorithm suffers from a large latency and high power consumption making them improper for mobile interactive systems. To overcome this drawback, we systematically analyzed the maximum a posteriori algorithm, the key-building block of the decoder, and stated that memory accesses are the bottleneck. Therefore, we have systematically optimized the data transfer and storage. This paper presents the main results of this optimization, especially those concerning the memory organization and architecture. This optimization reduces the latency by a factor of 600 and the energy per bit by a factor of 20, allowing turbo codes application in future high-speed mobile systems.
高速实现turbo码的内存功率降低
Turbo码实现了已知的最高编码增益,应该是高速无线系统中纠错的最佳候选。但是,其解码算法的解码标准的标准实现存在时延大、功耗高的问题,不适用于移动交互系统。为了克服这一缺点,我们系统地分析了最大后验算法,即解码器的关键构建块,并指出内存访问是瓶颈。因此,我们对数据传输和存储进行了系统的优化。本文介绍了该优化的主要结果,特别是关于内存组织和体系结构的优化结果。这种优化将延迟减少了600倍,将每比特的能量减少了20倍,从而允许turbo码在未来的高速移动系统中应用。
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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