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XSG-based HLS flow for optimized signal processing designs for FPGAs

机译:基于XSG的HLS流程可为FPGA优化信号处理设计

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摘要

This paper proposes an XSG(Xilinx System Generator) based HLS (High level synthesis) flow for FPGAs. The tool includes an operation classification process and a formal clustering technique for an optimized allocation phase. During the binding step, a new target based resource sharing strategy is proposed. We demonstrate the effectiveness of the proposed tool against the direct implementation using both Xilinx System Generator, Vivado HLS, Legup and (Ronak and Fahmy, 2016 [1]) on several benchmarks from the signal processing domain. The results show significant improvements. The power consumption enhancement reached 79% in comparison with the direct implementation, 50% in comparison with the Vivado HLS implementation and 70% in comparison with (Ronak and Fahmy, 2016 [1]). The area improvement attained 85% in comparison with the direct implementation, 90% in comparison with the Vivado HLS implementation, 88% in comparison with Legup and 82% in comparison with (Ronak and Fahmy, 2016 [1]). (C) 2019 Elsevier B.V. All rights reserved.
机译:本文提出了一种基于XSG(Xilinx系统生成器)的FPGA HLS(高级综合)流程。该工具包括操作分类过程和用于优化分配阶段的正式聚类技术。在绑定步骤中,提出了一种新的基于目标的资源共享策略。我们在信号处理领域的多个基准测试中,证明了使用Xilinx系统生成器,Vivado HLS,Legup和(Ronak and Fahmy,2016 [1])直接实施时,所提出工具的有效性。结果显示出明显的改善。与直接实施相比,功耗提高了79%,与Vivado HLS实施相比,功耗提高了50%,与Vivado HLS实施相比,功耗提高了70%(Ronak和Fahmy,2016 [1])。与直接实施相比,面积改进达到了85%,与Vivado HLS实施相比,达到了90%,与Legup相比,达到了88%,与Legup相比,达到了82%(Ronak和Fahmy,2016 [1])。 (C)2019 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Microprocessors and microsystems》 |2019年第4期|31-42|共12页
  • 作者单位

    Univ Tunis El Manar, LAPER, UR17 ES11, Fac Sci Tunis, Campus Univ, El Manar 2092, Tunisia;

    Univ Tunis El Manar, LAPER, UR17 ES11, Fac Sci Tunis, Campus Univ, El Manar 2092, Tunisia|Univ Carthage, Ecole Natl Ingenieurs Carthage, Tunis, Tunisia;

    Univ Carthage, Ecole Natl Ingenieurs Carthage, Tunis, Tunisia|Univ Carthage, Natl Engn Sch Carthage, Res Lab Smart Elect, Tunis, Tunisia|Univ Carthage, Natl Engn Sch Carthage, LR18ES44, ICT,SEICT, Tunis, Tunisia;

    Univ Tunis El Manar, LAPER, UR17 ES11, Fac Sci Tunis, Campus Univ, El Manar 2092, Tunisia;

  • 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

    High level synthesis; DSP blocks; MBD; FPGA; DFG;

    机译:高级综合;DSP模块;MBD;FPGA;DFG;

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