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An Efficient FIR Filter Structure Based on Technology-Optimized Multiply-Adder Unit Targeting LUT-Based FPGAs

机译:针对基于LUT的FPGA的基于技术优化的乘法加法器单元的高效FIR滤波器结构

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Finite impulse response (FIR) filter is a fundamental element in digital signal processing (DSP) systems. Traditional implementations have been using application specific integrated circuits (ASICs) or DSP processors. However, the increase in logic capacity and versatility of the field programmable gate array (FPGA) platforms has made it possible to realize numerically intense algorithms and thus provide a complete system-on-chip (SoC) solution in a single package. With modern FPGAs fast moving from prototype designing to low and medium volume productions, it becomes imperative to consider architectural optimizations that are specific to FPGAs only. In this paper, for the first time, we attempt to optimize filtering structures by considering the technology-dependent approaches. We present a general procedure that can be used to efficiently map the Boolean networks onto FPGA fabric. Based on this procedure, a technology optimal realization of the multiply-adder unit, which is a fundamental functional unit in FIR filters is presented. Since no such implementation has been reported, we have compared our implementations against the various technology-independent optimizations that have been detailed in prior literature. Further, to give an idea about the performance speed-up achieved with our implementations, we have compared our results against the FIR structures based on the multiply-adder IP v 2.0, inherent in Xilinx FPGAs. A distinctive feature of our implementation is that a simultaneous speed-up is achieved in all three parameters (area, speed and power). This is in contrast to the technology-independent implementations where there is always a performance trade-off between different parameters.
机译:有限脉冲响应(FIR)滤波器是数字信号处理(DSP)系统中的基本元件。传统的实现方式一直在使用专用集成电路(ASIC)或DSP处理器。但是,现场可编程门阵列(FPGA)平台的逻辑容量和多功能性的提高使得实现数字密集算法成为可能,从而在单个封装中提供了完整的片上系统(SoC)解决方案。随着现代FPGA从原型设计快速发展到中小批量生产,必须考虑仅针对FPGA的架构优化。在本文中,我们首次尝试通过考虑与技术有关的方法来优化过滤结构。我们提出了一个通用过程,可用于将布尔网络有效地映射到FPGA架构上。基于此过程,提出了FIR滤波器中基本功能单元即乘法器的技术优化实现。由于尚无此类实现的报道,因此,我们将其实现与现有技术中详细介绍的各种与技术无关的优化进行了比较。此外,为了给我们的实现实现性能加速的想法,我们将结果与Xilinx FPGA固有的基于乘法加法器IP v 2.0的FIR结构进行了比较。我们实施的一个显着特征是,在所有三个参数(面积,速度和功率)上均实现了同时加速。这与独立于技术的实现相反,后者在不同参数之间始终存在性能折衷。

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