基于交换网络架构的高吞吐量可配置变长FFT处理器的设计

Renfeng Dou, Yifan Bo, Jun Han, Xiaoyang Zeng
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引用次数: 0

摘要

快速傅里叶变换(FFT)是数字通信系统和数字信号处理平台的关键运算之一。提出了一种基于交换网络结构的高吞吐量变长FFT处理器的设计方案。同时,它具有较强的运行时可配置性和可扩展性。考虑到对变长FFT的支持以及速度和成本之间的平衡,采用了混合基(MR)技术和原地策略。此外,提出了自动同步方法,使阶段流水线模式高效工作。批处理模式也被提出用于提高小尺寸fft的性能。结果表明,16点到256点FFT的吞吐量分别从5.8X提高到1.2X。该处理器支持16至8192点FFT,并提供约2GSamples/s的FFT大小小于或等于256批处理,和1GSamples/s吞吐量较大的FFT在500MHz。核心面积为2.04 mm2,功耗为68 mW, 100MHz, 1k点。
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Design of a high throughput configurable variable-length FFT processor based on switch network architecture
Fast Fourier transform (FFT) is one of the key operations in digital communication systems and digital signal processing platforms. This paper presents a design of high throughput variable-length FFT processor based on switch network (SN) architecture. Meanwhile, strong runtime configurability and scalability is exploited. Considering the support for variable-length FFT as well as the balance between speed and cost, the mixed-radix (MR) technique and in-place strategy are used. In addition, auto synchronization method is proposed to make stage pipelined mode work efficiently. Batch processing mode is also proposed to boost performance for small size FFTs. The results show that the throughput for 16-point to 256-point FFT can be improved from 5.8X to 1.2X, respectively. The processor supports 16- to 8192-point FFT and provides about 2GSamples/s for FFT size less than or equal to 256 by batch processing, and 1GSamples/s throughput for larger size FFT at 500MHz. The core area is 2.04 mm2 and the power consumption is 68 mW at 100MHz for 1k-point.
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