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Low-Complexity Continuous-Flow Memory-Based FFT Architectures for Real-Valued Signals

机译:基于低复杂性的连续流动存储器的FFT架构,用于实值信号

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This paper presents two low-complexity continuous-flow memory-based fast Fourier transform (FFT) architectures (Type-I, II) for real-valued signals. Both the proposed designs employ split processing-elements (SPEs), however, Type-I SPE processes four inputs while Type-II SPE processes two inputs in parallel. The SPE in Type-I design contains a half-complex multiplier and that of Type-II design contains a quarter-complex multiplier. Two new memory accessing schemes corresponding to each design is proposed. Analysis of computational complexities for both the architectures are carried out and compared with existing designs. It is found that Type-I architecture provides low-complexity in terms of registers and multiplexers while Type-II architecture provides low-complexity in terms of the multiplier. Application specific integrated circuit (ASIC) synthesis and field programmable gate array (FPGA) implementation results show that the proposed designs offer low-area, low-power and utilize less logic elements. For instance, 32-point Type-I real FFT offer requires 5.06% less area, 15.1% less power, 6.58% less sliced look-up table (SLUT) and 5.25% less FF while Type-II 47.76% less area, 43.64% power, 48.22% less SLUT and 43.48% less FF over the best existing scheme.
机译:本文介绍了两个基于低复杂性连续流动内存的快速傅里叶变换(FFT)架构(FFT)架构(FFT),用于实际值信号。所提出的设计都采用分割处理元件(SPE),但是,I类型SPE处理四个输入,而II型SPE并行处理两个输入。 I型设计中的SPE包含半复数乘法器,II型设计中包含四分之一复数乘法器。提出了与每个设计相对应的新内存访问方案。对两个架构的计算复杂性进行分析,并与现有设计进行比较。发现I型架构在寄存器和多路复用器方面提供低复杂性,而II型架构在乘法器方面提供低复杂性。应用特定集成电路(ASIC)合成和现场可编程门阵列(FPGA)实现结果表明,所提出的设计提供低频,低功耗并利用较少的逻辑元素。例如,32点类型-I真实FFT报价需要5.06%的区域,功率降低15.1%,切片少6.58%,速度减少5.25%,而II型较少47.76%,43.64%功率低48.22%,在最佳现有计划中减少43.48%。

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