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Area and Power Efficient VLSI Architecture of Distributed Arithmetic Based LMS Adaptive Filter

机译:基于分布式算法的LMS自适应滤波器的面积和功率高效VLSI架构

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This paper presents a new area and power efficient VLSI architecture for least-mean-square (LMS) adaptive filterusing distributed arithmetic (DA). Conventionally, DA basedLMS adaptive filter requires look-up tables (LUTs) for filteringand weight updating operations. The size of LUTs grows exponentially with filter order. The proposed scheme has reducedthe LUT size to half by storing the offset-binary-coding (OBC) combinations of filter weights and input samples. To make theadaptive filter more area and power efficient, it is not necessary todecompose LUT into two smaller LUTs. Hence, by using the nondecomposed LUT the proposed design achieves significant savingsin area and power over the best existing scheme. In addition, the proposed architecture involves comparatively lesser hardwarecomplexity for the same LUT-size. From synthesis results, it isfound that the proposed design with 32nd order filter offers 19.83% less area and consumes 20.54 % less power; utilizes 16.67 %and 19.04 % less number of LUT and FF respectively over thebest existing scheme.
机译:本文提出了一种新的面积和功率高效的VLSI架构,用于采用分布式算术(DA)的最小均方(LMS)自适应滤波器。传统上,基于DA的LMS自适应滤波器需要查找表(LUT)进行滤波和权重更新操作。 LUT的大小随滤波器阶数呈指数增长。所提出的方案通过存储滤波器权重和输入样本的偏移二进制编码(OBC)组合,将LUT的大小减小了一半。为了使自适应滤波器的面积和功率效率更高,没有必要将LUT分解为两个较小的LUT。因此,通过使用未分解的LUT,与现有最佳方案相比,拟议的设计可显着节省面积和功耗。另外,对于相同的LUT大小,所提出的体系结构涉及的硬件复杂度相对较低。从综合结果可以看出,所提出的带有32阶滤波器的设计减少了19.83%的面积,并减少了20.54%的功耗。与现有最佳方案相比,分别减少了16.67%和19.04%的LUT和FF数量。

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