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High Speed Parallel Architecture for Cyclic Convolution Based on FNT

机译:基于FNT的高速循环卷积并行架构

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This paper presents a high speed parallel architecture for cyclic convolution based on Fermat number transform (FNT) in the diminished-1 number system. A code conversion method without addition (CCWA) and a butterfly operation method without addition (BOWA) are proposed to perform the FNT and its inverse (IFNT) except their final stages in the convolution. The pointwise multiplication in the convolution is accomplished by modulo 2n+1 partial product multipliers (MPPM) and output partial products which are inputs to the IFNT. Thus modulo 2n+1 carry propagation additions are avoided in the FNT and the IFNT except their final stages and the modulo 2n+1 multiplier. The execution delay of the parallel architecture is reduced evidently due to the decrease of modulo 2n+1 carry-propagation addition. Compared with the existing cyclic convolution architecture, the proposed one has better throughput performance and involves less hardware complexity. Synthesis results using 130 nm CMOS technology demonstrate the superiority of the proposed architecture over the reported solution.
机译:本文提出了一种在递减1数系统中基于费马数变换(FNT)的高速循环卷积并行体系结构。提出了一种无加法的代码转换方法(CCWA)和无加法的蝶形运算方法(BOWA)来执行FNT及其反卷积(IFNT),除了它们在卷积中的最后阶段。卷积中的逐点乘法是通过对2 n +1取模乘积(MPPM)取模,并输出作为IFNT输入的部分乘积来实现的。因此,除了最后阶段和模数2 n +1乘数之外,在FNT和IFNτ中避免了模2 n +1的进位传播加法。由于减少了模2 n +1进位传播相加,并行架构的执行延迟明显减少。与现有的循环卷积架构相比,所提出的一种具有更好的吞吐性能并且涉及更少的硬件复杂性。使用130 nm CMOS技术的合成结果表明,所提出的体系结构优于已报道的解决方案。

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