基于高效符号幅度加法器和时钟门控的高效基数4信念传播极性码译码

O. Meteer, Arvid B. Van Den Brink, M. Bekooij
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引用次数: 1

摘要

极性编码是第一种信息编码方法,已被证明可以实现二进制输入离散无记忆信道的信道容量。自引入以来,人们对提高解码性能、执行时间和能源效率进行了大量的研究。经典的信念传播使用基数2解码,但最近的一项研究提出基数4解码,减少了50%的内存使用。然而,它的缺点是较高的计算复杂性,对能源使用和吞吐量产生负面影响。在本文中,我们提出了一种节能的基数-4信念传播极性解码器结构,该结构使用了一种新的符号幅度加法器,不需要转换为二进制补码并返回。除此之外,我们还建议通过检查解码器的所有$R$输入是否为零来使用输入值的时钟门控。这两个关键的贡献导致一个更节能的设计,更小,具有更高的最大时钟速度和吞吐量。布局后仿真结果表明,与之前提出的1024位基数4信念传播极化码解码器相比,在相同时钟速度下,我们的解码器功耗降低了30.22% ~ 32.80%,功耗降低了5.2%。此外,我们的设计可以实现15.7%的高时钟速度,在此情况下,它仍然高达10.76%的能效和4.8%的小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Energy-Efficient Radix-4 Belief Propagation Polar Code Decoding Using an Efficient Sign-Magnitude Adder and Clock Gating
Polar encoding is the first information coding method that has been proven to achieve channel capacity for binary-input discrete memoryless channels. Since its introduction, much research has been done on improving decoding performance, execution time and energy efficiency. Classic belief propagation uses radix-2 decoding, but a recent study proposed radix-4 decoding which reduces memory usage by 50%. However a drawback is its higher computational complexity, negatively impacting energy usage and throughput. In this paper we present an energy-efficient radix-4 belief propagation polar decoder architecture that uses a new sign-magnitude adder that does not require conversion to two's complement and back. On top of that we also propose using clock gating of input values by checking if all $R$ inputs of the decoder are zero. These two key contributions lead to a more energy -efficient design that is smaller and has higher maximum clock speed and throughput. Post-layout simulation results show that compared to the previously proposed 1024-bit radix-4 belief propagation polar code decoder, our decoder uses between 30.22 % and 32.80 % less power and is 5.2 % smaller at the same clock speed. Also, our design can achieve a 15.7% higher clock speed at which it is still up to 10.76% more power efficient and 4.8% smaller.
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