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A flexible and fast software implementation of the FFT on the BPE platform

机译:在BPE平台上灵活快速地实现FFT的软件实现

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The importance of having an efficient Fast Fourier Transform (FFT) implementation is universally recognized as one of the key enablers for the development of new and more powerful signal processing algorithms. In the field of telecommunications, one of its most recent applications is the Orthogonal Frequency Division Multiplexing (OFDM) modulation technique, whose superiority is recognized and endorsed by several standards. However, the horizon of standards is so wide and heterogeneous that a single FFT implementation hardly satisfies them all. In order to have a reusable, easily extensible and reconfigurable solution, most of the baseband processing is moving towards a software implementation: to this end several new Digital Signal Processor (DSP) architectures are emerging, each with its own set of differentiating properties. Within this context, we propose a software implementation of the FFT on the Block Processing Engine (BPE) platform. Several implementations have been investigated, ranging from a single instruction based approach, to others employing several instructions either in parallel or in pipeline. The outcome is a flexible set of solutions that leaves degrees of freedom in terms of computational load, achievable throughput and power consumption. The proposed implementations closely approach the theoretical clock cycles expected by dedicated hardware counterpart, thus making it a concrete alternative.
机译:高效的快速傅立叶变换(FFT)实现的重要性已被普遍认为是开发新型更强大的信号处理算法的关键推动力之一。在电信领域,其最新应用之一是正交频分复用(OFDM)调制技术,其优越性已得到多种标准的认可和认可。但是,标准的范围如此之广,种类繁多,以至于单个FFT实现几乎无法满足所有标准。为了拥有可重用,易于扩展和可重新配置的解决方案,大多数基带处理正在朝着软件实现的方向发展:为此目的,出现了几种新的数字信号处理器(DSP)架构,每种架构都有其自己的独特特性。在这种情况下,我们提出了在块处理引擎(BPE)平台上FFT的软件实现。已经研究了几种实现方式,从基于单个指令的方法,到采用并行或流水线中的多个指令的其他实现。结果是一组灵活的解决方案,从而在计算负载,可实现的吞吐量和功耗方面保持了自由度。所提出的实施方案非常接近专用硬件对手所期望的理论时钟周期,因此使其成为一种具体的选择。

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