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Architectural Synthesis of Fixed-Point DSP Datapaths Using FPGAs

机译:使用FPGA的定点DSP数据路径的体系结构综合

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We address the automatic synthesis of DSP algorithms using FPGAs. Optimized fixed-point implementations are obtained by means of considering (i) a multiple wordlength approach; (ii) a complete datapathformed of wordlength-wise resources (i.e., functional units, multiplexers, and registers); (iii) an FPGA-wise resourceusage metric that enables an efficient distribution of logic fabric and embedded DSP resources. The paper shows (i) the benefits of applying a multiple wordlength approach to the implementation of fixed-pointdatapaths and (ii) the benefits of a wise use of embedded FPGA resources. The use of a complete fixed-point datapathleads to improvements up to 35%. And, the wise mapping of operations to FPGA resources (logic fabric and embeddedblocks), thanks to the proposed resource usage metric, leads to improvements up to 54%.
机译:我们解决了使用FPGA自动合成DSP算法的问题。通过考虑以下因素获得优化的定点实现:(i)多字长方法; (ii)由按字长分配的资源(即功能单元,多路复用器和寄存器)组成的完整数据路径; (iii)一种FPGA方式的资源使用量度,可以有效分配逻辑结构和嵌入式DSP资源。本文显示了(i)将多字长方法应用于定点数据路径的好处,以及(ii)明智地使用嵌入式FPGA资源的好处。使用完整的定点数据路径可将性能提高多达35%。而且,由于提出了资源使用率指标,因此可以将操作明智地映射到FPGA资源(逻辑结构和嵌入式模块),从而可以将性能提高多达54%。

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