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2021 年度 実績報告書

HARFSR: A Hardware-Accelerated Real-time Sound Field Rendering System for Large-scale Sound Environments

研究課題

研究課題/領域番号 19K12092
研究機関国立研究開発法人理化学研究所

研究代表者

TAN Yiyu  国立研究開発法人理化学研究所, 計算科学研究センター, 研究員 (70743243)

研究期間 (年度) 2019-04-01 – 2022-03-31
キーワードFDTD / Sound field rendering / FPGA
研究実績の概要

This research investigates a hardware-accelerated real-time sound field rendering system for large-scale sound space. During the final year, the following topics were investigated.
(1)optimization of the prototype machine. The spatial blocking and temporal blocking were applied to alleviate external memory bandwidth and reuse data, respectively. Furthermore, system performance was evaluated in the case of different layer sizes and different number of nodes computed in parallel to explore the optimal system parameters.
(2)development of a virtual concert hall. Sound propagation in a virtual sound space with dimension being 16m×8m×8m was analyzed by the proposed sound field rendering system. An impulse signal was as an incidence to the system, and the computation time, sampling rate, and computational throughput were evaluated in the case of different rendering algorithms.
(3)Generic hardware platform to solve wave propagation problems. In principle, the computation of the FDTD-based wave equation is stencil computation. Systolic array and coarse-grained reconfigurable architecture (CGRA) were explored for stencil computation to develop a generic hardware-accelerated platform for wave propagation problems.
During the whole project period, high-order FDTD method was developed at algorithm level to reduce memory requirement. At architectural level, the systolic array and CGRA were studied to speed up computation. The research results will benefit the technology of high-fidelity auditory perception in large-scale sound environments.

  • 研究成果

    (10件)

すべて 2022 2021

すべて 雑誌論文 (1件) (うち国際共著 1件、 査読あり 1件) 学会発表 (9件) (うち国際学会 5件)

  • [雑誌論文] FPGA-based Acceleration of FDTD Sound Field Rendering2021

    • 著者名/発表者名
      Yiyu Tan, Toshiyuki Imamura, and Masaaki Kondo
    • 雑誌名

      Journal of the Audio Engineering Society

      巻: 69 ページ: 542-556

    • DOI

      10.17743/jaes.2021.0025

    • 査読あり / 国際共著
  • [学会発表] An FPGA-based Accelerator for Sound Field Rendering with High-order FDTD2022

    • 著者名/発表者名
      Yiyu Tan, Toshiyuki Imamura, and Masaaki Kondo
    • 学会等名
      International Conference on High Performance Computing in Asia-Pacific Region
    • 国際学会
  • [学会発表] RIKEN CGRA: Reconfigurable Data-Driven Architecture for Future HPC2022

    • 著者名/発表者名
      Boma Adhi, Carlos Cortes, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano
    • 学会等名
      International Conference on High Performance Computing in Asia-Pacific Region
    • 国際学会
  • [学会発表] Initial Design and Evaluation of RIKEN CGRA: Data-Driven Architecture for Future HPC2022

    • 著者名/発表者名
      Boma Adhi, Carlos Cortes, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano
    • 学会等名
      リコンフィギャラブルシステム研究会
  • [学会発表] HPC向けRIKEN CGRAのためのコンパイル環境整備と予備評価2022

    • 著者名/発表者名
      小島拓也,・Carlos Cesar Cortes Torres,・Boma Adhi,・Yiyu Tan・佐野健太郎
    • 学会等名
      リコンフィギャラブルシステム研究会
  • [学会発表] FPGA-based Acceleration on Sound Field Rendering2022

    • 著者名/発表者名
      Yiyu Tan, Toshiyuki Imamura, and Masaaki Kondo
    • 学会等名
      The 4th R-CCS International Symposium
  • [学会発表] Parameterized environment for evaluating a CGRA for HPC2022

    • 著者名/発表者名
      Carlos Cesar Cortes Torres, Boma Anantasatya Adhi, Tan Yiyu, Takuya Kojima, Artur Podobas and Kentaro Sano
    • 学会等名
      The 4th R-CCS International Symposium
  • [学会発表] Exploration Framework for Synthesizable CGRAs Targeting HPC: Initial Design and Evaluation2022

    • 著者名/発表者名
      Boma Adhi, Carlos Cortes, Yiyu Tan, Takuya Kojima, Artur Podobas, Kentaro Sano
    • 学会等名
      The First International Workshop on Coarse-Grained Reconfigurable Architectures for High-Performance Computing
    • 国際学会
  • [学会発表] An Architecture-Independent CGRA Compiler enabling OpenMP Applications2022

    • 著者名/発表者名
      Takuya Kojima, Carlos Cesar Cortes Torres,・Boma Adhi,・Yiyu Tan, and Kentaro Sano
    • 学会等名
      The First International Workshop on Coarse-Grained Reconfigurable Architectures for High-Performance Computing
    • 国際学会
  • [学会発表] RIKEN CGRA: Data-Driven Architecture as an Extension of Multicore CPU for Future HPC2021

    • 著者名/発表者名
      Boma Adhi, Takuya Kojima, Yiyu Tan, Artur Podobas, Kentaro Sano
    • 学会等名
      International Conference on High Performance Computing, Networking, Storage, and Analysis
    • 国際学会

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公開日: 2022-12-28  

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