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A reconfigurable 4-GS/s power-efficient floating-point FFT processor design and implementation based on single-sided binary-tree decomposition

机译:基于单侧二叉树分解的可重构4GS / s节能浮点FFT处理器设计与实现

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摘要

This paper presents a high throughput size-configurable floating point (FP) Fast Fourier Transform (FFT) processor, having implemented the 8-parallel multi-path delay feedback (MDF) functions suitable for applications in the real-time radar imaging system. With regard to floating-point FFT design, to acquire a high throughput with restricted area and power consumptions poses as a greater challenge due to some higher degrees of complexity involved in realizing of FP operations than those fixed-point counterparts. To address the related issues, a novel mixed-radix FFT algorithm featuring the single-sided binary-tree decomposition strategy is proposed aiming at effectively containing the complexity of multiplications for any 2(k)-point FFT. To this aid, the parallel-processing twiddle factor generator and the dual addition-and-rounding fused FP arithmetic units are optimized to meet the high accuracy demand in computation and the low power budget in implementation. The proposed FP FFT processor has been designed in silicon based on SMIC's 28 nm CMOS technology with the active area of 1.39 mm(2). The prototype design delivers a throughput of 4 GSample/s at 500 MHz, at a peak power consumption of 84.2 mW. Thus, the proposed design approach achieves a significant improvement in power efficiency approximately by 14 times on average over some other FP FFT processors previously reported.
机译:本文提出了一种高吞吐量,大小可配置的浮点​​(FP)快速傅立叶变换(FFT)处理器,它实现了适用于实时雷达成像系统的8并行多径延迟反馈(MDF)功能。关于浮点FFT设计,由于实现FP操作所涉及的复杂度要比那些定点对应方法高,因此在有限的面积和功耗下获取高吞吐量构成了更大的挑战。为了解决相关问题,提出了一种新颖的基于单侧二叉树分解策略的混合基FFT算法,旨在有效地抑制任何2(k)点FFT的乘法复杂度。为此,对并行处理旋转因子发生器和双重加法和舍入融合FP算术单元进行了优化,以满足计算的高精度要求和实施中的低功耗预算。拟议中的FP FFT处理器是基于SMIC的28 nm CMOS技术在硅片上设计的,有效面积为1.39 mm(2)。原型设计在500 MHz时提供4 GSample / s的吞吐量,峰值功耗为84.2 mW。因此,与先前报道的其他一些FP FFT处理器相比,所提出的设计方法可将功率效率平均平均提高14倍。

著录项

  • 来源
    《Integration》 |2019年第5期|164-172|共9页
  • 作者单位

    Chinese Acad Sci, Inst Elect, Beijing 100190, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China|China Acad Elect & Informat Technol, Beijing 100041, Peoples R China;

    Chinese Acad Sci, Inst Elect, Beijing 100190, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China;

    Univ Chinese Acad Sci, Beijing 100049, Peoples R China|Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China;

    Chinese Acad Sci, Inst Elect, Beijing 100190, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China;

    Chinese Acad Sci, Inst Elect, Beijing 100190, Peoples R China|Univ Chinese Acad Sci, Beijing 100049, Peoples R China;

    Beijing Technol & Business Univ, Beijing Key Lab Big Data Technol Food Safety, Beijing 100048, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Floating-point; Fast fourier transform (FFT); Mixed-radix; Multi-path delay feedback (MDF); Binary-tree decomposition; Twiddle factor; Fused FP arithmetic unit;

    机译:浮点;快速傅立叶变换(FFT);混合基数;多径延迟反馈(MDF);二叉树分解;旋转因子;融合FP算法单元;

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