一种FPGA硬件的本地定点运行时可重构FIR滤波器设计方法

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Josh Goldsmith;Louise H. Crockett;Robert W. Stewart
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引用次数: 6

摘要

针对软件无线电应用中基于fpga的可重构有限脉冲响应(RFIR)滤波器,提出了一种原生定点滤波器设计方法。滤波器设计器能够在运行时动态地重新配置截止频率;使用其他参数,如过滤器长度和窗口类型,在编译时可配置。直接在fpga上计算滤波器系数的能力是引人注目的,因为与用嵌入式处理器编程的rfirst相比,可以实现更低的延迟。在这项工作中,我们从文献中讨论了几种滤波器设计技术,并研究了它们在fpga上实现的适用性。在Xilinx Zynq-7000 SoC上开发并实现了一种结合窗口和频率采样方法的混合方法。我们探讨了在不动点算法中设计滤波器的局限性,并考虑了滤波器长度和字长对滤波器质量的影响。结果表明,该算法产生的滤波器质量良好,阻带衰减高达88dB,过渡带宽小于采样率的1%,资源利用率低。最值得注意的是,我们发现我们的方法比等效的软件实现快三个数量级,执行时间低至2.52 $\mu \text{s}$,使延迟成为主要约束的无线电应用成为可能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Natively Fixed-Point Run-Time Reconfigurable FIR Filter Design Method for FPGA Hardware
We present a natively fixed-point filter design method that targets FPGA-based Reconfigurable Finite Impulse Response (RFIR) filters for Software Defined Radio applications. The Filter Designer is capable of reconfiguring cut-off frequencies on-the-fly at run-time; with other parameters, such as filter length and window type, configurable at compile-time. The ability to compute filter coefficients directly on FPGAs is compelling, as much lower latencies can be achieved when compared to RFIRs programmed with embedded processors. In this work we discuss several filter design techniques from the literature and investigate their suitability for implementation on FPGAs. A hybrid method combining window and frequency sampling methods is developed and implemented on a Xilinx Zynq-7000 SoC. We explore the limitations of designing filters in fixed-point arithmetic and consider the effects filter length and wordlength have on filter quality. Results show that the proposed algorithm generates good-quality filters that display stopband attenuation up to 88dB, transition bandwidths less than 1% of the sample rate, and low resource utilisation. Most notably, we found that our method is up to three orders of magnitude faster than an equivalent software implementation, with execution times as low as 2.52 $\mu \text{s}$ , enabling radio applications in which latency is a principal constraint.
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