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Merged Delay Transformed IIR Down Sampler Filter: An efficient architecture and cost reduction technique for implementation

机译:合并延迟变换的IIR下采样器滤波器:一种有效的架构和降低成本的实施技术

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In this paper, an efficient Infinite Impulse Response Decimation Architecture based on conventional IIR filter using Merged Delay Transformation (MDT) is proposed. The technique explores that, by using the Merged Delay Transform, filtering as well as sampling rate compression (down sampling) is achieved in single stage instead of two separate stages as in conventional decimation recursive filter which in turn reduces the computational cost in terms of number of multipliers per output samples. The mathematical calculation and simulation results show that the computational cost reductions obtained by the proposed scheme are about 83.56%, 73.56% & 50.83% as compared to Polyphase FIR, Conventional IIR, Polyphase IIR, respectively which increases with higher value of M. The System Function of the transformed filter is evaluated in term of H(z<;sup>M<;/sup>). In this paper, M number of delay elements in recursive part of structure have been merged together from which the current output can be directly computed from M<;sup>th<;/sup> old output so that the computational efficiency is enhanced. Magnitude as well as Phase Response of various conventional filters (Butterworth, Chebyshev-I, Chebyshev-II and Elliptical IIR Filters) with or without MDT have been simulated and compared for different order at fixed Decimation Factor and for different Decimation Factor at fixed order using commercially available software. The simulation results show that there is no difference in magnitude as well as phase response of filters with or without the transformation so the transformed filter shows the good agreement with the original filter.
机译:提出了一种基于传统IIR滤波器的有效的无限脉冲响应抽取架构,该滤波器采用了合并时延变换(MDT)。该技术探索,通过使用合并延迟变换,可以在单级中实现滤波以及采样率压缩(下采样),而不是像传统的抽取递归滤波器那样在两个单独的级中实现,这反过来降低了计算量每个输出样本的乘法器数。数学计算和仿真结果表明,与多相FIR,常规IIR,多相IIR相比,所提方案所节省的计算成本分别降低了约83.56%,73.56%和50.83%,随着M值的增加,成本降低。变换后的滤波器的功能根据H(z <; sup> M <; / sup>)进行评估。本文将结构的递归部分中的M个延迟元素合并在一起,可以从M <; sup> th <; / sup>个旧输出直接计算出电流输出,从而提高了计算效率。使用或不使用MDT的各种常规滤波器(Butterworth,Chebyshev-I,Chebyshev-II和椭圆IIR滤波器)的幅值和相位响应已被仿真,并使用固定抽取因子的不同阶次和使用固定阶跃的不同抽取因子进行了比较。市售软件。仿真结果表明,无论是否进行变换,滤波器的幅值和相位响应都没有差异,因此变换后的滤波器与原始滤波器具有良好的一致性。

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