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An efficient hardware based MAC design in digital filters with complex numbers

机译:具有复数的数字滤波器中基于硬件的高效MAC设计

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This paper proposes a novel fixed point complex number multiply accumulate circuit, which is used in real time digital signal processing applications. The proposed architecture consists of multiplier-cum-accumulator which can be used as multiplier as well as MAC. Here the previous MAC result is added as one of the partial products of the current multiplication. So the depth of the multiplier-cum-accumulator unit remains same as O(log2 n) in case of Wallace tree multiplier based multiplier-cum-accumulator and O(n) in case of Braun multiplier based multiplier-cum-accumulator. And hence the separate accumulator with depth O(log2 n) can be avoided. The performance results are showing that proposed architecture gives the better performance compared with conventional fixed point complex number MAC. The proposed architecture achieves an improvement factor of 32.4% in Wallace tree and 19.1% in Braun multiplier based fixed point complex number MAC with out pipeline using 45 nm technology library. The same architecture achieves an improvement factor of 14.6% in Wallace tree and 12.2% in Braun multiplier based fixed point complex number MAC with pipeline.
机译:本文提出了一种新颖的定点复数乘法累加电路,用于实时数字信号处理应用。所提出的体系结构由乘法器和累加器组成,该乘法器和累加器可以用作乘法器以及MAC。在此,将先前的MAC结果添加为当前乘法的部分乘积之一。因此,在基于华莱士树乘法器的乘法器-累加器的情况下,乘法器-累加器单元的深度保持与O(log2 n)相同,而在基于Braun乘法器的乘法器-累加器的情况下,乘积和累加器单元的深度保持与O(log2 n)相同。因此,可以避免使用深度为O(log2 n)的单独累加器。性能结果表明,与常规定点复数MAC相比,所提出的体系结构具有更好的性能。所提出的架构在不使用流水线的情况下使用45 nm技术库,在华莱士树中实现了32.4%的改进,在基于Braun乘法器的定点复数MAC上实现了19.1%的改进。相同的体系结构在带管道的基于华莱士树的固定点复数MAC的Wallace树中达到了14.6%的改进系数,在12.2%处实现了改进。

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