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Design and implementation of an efficient FIR digital filter

机译:高效FIR数字滤波器的设计与实现

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Digital signal processing (DSP) circuits are extremely important in computing and communications areas. One application of DSP is a Finite impulse response (FIR) filter. The principle objective of this exploration is to present a methodology for an upgraded framework of a FIR digital filter from software level to the hardware level. It includes the selection of design method, structure and cost effective hardware utilization. Theoretical and experimental results performed FIR band pass filter suggests that the window design method is relatively simple and easy to use because of the availability of well-defined equation. Comparison presented that Kaiser window gives the minimum main-lobe width and a sharp cut-off which means this window has less transition width and the study showed that the Direct-Form structure approach is simpler and offers a better performance than other common filter structures. It results in low cost, reduced area and more robust to withstand the quantization errors. For efficient hardware realization, the paper investigates the impacts of quantization on frequency response by progressively diminishing the quantity of bits in every coefficient using an iterative algorithm to a level where its frequency response matches to the novel requirements. Experimental study of coefficient quantization uncovers a connection between the quantity of bits, number of coefficients and the frequency response that consequence in reduced area and better speed. The synthesis results show that the discussed technique can substantial help in lessening the equipment assets. Computer aided design (CAD) tools are used to implement the design by adopting the behavioural level design method.
机译:数字信号处理(DSP)电路在计算和通信领域极为重要。 DSP的一种应用是有限脉冲响应(FIR)滤波器。这项探索的主要目的是提出一种从软件级到硬件级的FIR数字滤波器升级框架的方法。它包括设计方法,结构和具有成本效益的硬件利用率的选择。 FIR带通滤波器执行的理论和实验结果表明,由于定义明确的方程式的可用性,窗口设计方法相对简单易用。比较表明,Kaiser窗口提供了最小的主瓣宽度和一个尖锐的截止点,这意味着该窗口具有较小的过渡宽度,并且研究表明Direct-Form结构方法比其他常见的滤波器结构更简单,并且具有更好的性能。这样可以降低成本,减小面积,并具有更强的承受量化误差的能力。为了有效地实现硬件,本文通过使用迭代算法将每个系数的位数逐渐减少到其频率响应与新要求相匹配的水平,来研究量化对频率响应的影响。系数量化的实验研究揭示了比特数量,系数数量和频率响应之间的联系,这导致了面积减小和速度提高。综合结果表明,所讨论的技术可以大大减少设备资产。计算机辅助设计(CAD)工具用于通过采用行为级设计方法来实施设计。

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