• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Unified Theory for Synthesis of Optimal Structures of Next-Generation Digital Filters Based on Stochastic Computation

Research Project

Project/Area Number 15K06049
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionTohoku University

Principal Investigator

Koshita Shunsuke  東北大学, 工学研究科, 助教 (70431533)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords電気電子工学 / 通信・ネットワーク工学 / 制御工学 / 信号処理 / ディジタルフィルタ / 演算精度 / 確率的演算 / 情報通信工学
Outline of Final Research Achievements

This research project has established theoretical approaches on unified synthesis of filter structures that achieve higher arithmetic precision of stochastic computation-based next-generation digital filters than conventional methods. First, a unified synthesis method has been developed for stochastic FIR filters, where the method makes use of the deterministic and stochastic hybrid computation. Next, two synthesis methods have been developed for stochastic IIR filters to improve arithmetic precision. The proposed methods respectively make use of the scaled/cascaded structure and the state-space equation. Furthermore, hardware implementation using the proposed theory has been conducted and it has been demonstrated that the proposed method can attain at most 40dB improvement in filter characteristics.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (38 results)

All 2018 2017 2016 2015

All Journal Article (18 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 18 results,  Acknowledgement Compliant: 3 results) Presentation (20 results) (of which Invited: 1 results)

  • [Journal Article] High-Precision Stochastic State-Space Digital Filters Based on Minimum Roundoff Noise Structure2018

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      Proceedings of IEEE International Symposium on Circuits and Systems

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Minimum Roundoff Noise Realization for Variable IIR Digital Based on M-D Polynomial Approximation2018

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      Proceedings of IEEE International Symposium on Circuits and Systems

      Volume: -

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design of Stochastic Asymmetric Compensation Filters for Auditory Signal Processing2017

    • Author(s)
      Naoya Onizawa
    • Journal Title

      Proceedings of IEEE Global Conference on Signal and Information Processing

      Volume: - Pages: 1315-1319

    • DOI

      10.1109/globalsip.2017.8309174

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Area/Energy-Efficient Gammatone Filters Based on Stochastic Computation2017

    • Author(s)
      N. Onizawa, S. Koshita, S. Sakamoto, M. Abe, M. Kawamata, and T. Hanyu
    • Journal Title

      IEEE Transactions on Very Large Scale Integration (VLSI) Systems

      Volume: 25, 10 Issue: 10 Pages: 2724-2735

    • DOI

      10.1109/tvlsi.2017.2687404

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] High-Accuracy and Area-Efficient Stochastic FIR Digital Filters Based on Hybrid Computation2017

    • Author(s)
      S. Koshita, N. Onizawa, M. Abe, T. Hanyu, and M. Kawamata
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E100.D Issue: 8 Pages: 1592-1602

    • DOI

      10.1587/transinf.2016LOP0011

    • NAID

      130005876139

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Revisiting State-Space Approach to Digital Filters2017

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      Proceedings of The 32nd International Technical Conference on Circuits/Systems, Computers and Communications

      Volume: - Pages: 1-3

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Correct Formulation of Gradient Characteristics for Adaptive Notch Filters Based on Monotonically Increasing Gradient Algorithm2017

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E100.A Issue: 7 Pages: 1557-1561

    • DOI

      10.1587/transfun.E100.A.1557

    • NAID

      130007311778

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Stochastic Cascaded IIR Filters2017

    • Author(s)
      Naoya Onizawa
    • Journal Title

      Proceedings of IEEE International Symposium on Multiple-Valued Logic

      Volume: - Pages: 224-229

    • DOI

      10.1109/ismvl.2017.25

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Variable State-Space Digital Filters Using Series Approximations2017

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      Digital Signal Processing

      Volume: 60 Pages: 338-349

    • DOI

      10.1016/j.dsp.2016.10.010

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Analysis of Frequency Estimation MSE for All-Pass-Based Adaptive IIR Notch Filters With Normalized Lattice Structure2017

    • Author(s)
      Shunsuke Koshita
    • Journal Title

      Signal Processing

      Volume: 132 Pages: 85-95

    • DOI

      10.1016/j.sigpro.2016.09.019

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] 正規直交はしご形構造をもつ全域通過非整数遅延ディジタルフィルタの実現2017

    • Author(s)
      越田 俊介
    • Journal Title

      第30回回路とシステムワークショップ論文集

      Volume: -

    • NAID

      40021341051

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] ストカスティック演算に基づくFIRフィルタの振幅特性測定2017

    • Author(s)
      鎌田 裕成
    • Journal Title

      第30回回路とシステムワークショップ論文集

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Improvement of Convergence Speed for Adaptive Notch Filter Based on Simplified Lattice Algorithm Using Pilot Notch filters2016

    • Author(s)
      Hiroyuki Munakata
    • Journal Title

      Proceedings of IEEE International Conference on Network Infrastructure and Digital Content

      Volume: - Pages: 312-316

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Gammatone Filter Based on Stochastic Computation2016

    • Author(s)
      Naoya Onizawa, Shunsuke Koshita, Shuichi Sakamoto, Masahide Abe, Masayuki Kawamata, Takahiro Hanyu
    • Journal Title

      Proceedings of International Conference on Acoustics, Speech, and Signal Processing

      Volume: - Pages: 1036-1040

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Realization of FIR Digital Filters Based on Stochastic/Binary Hybrid Computation2016

    • Author(s)
      Shunsuke Koshita, Naoya Onizawa, Masahide Abe, Takahiro Hanyu, Masayuki Kawamata
    • Journal Title

      Proceedings of International Symposium on Multiple-Valued Logic

      Volume: 印刷中

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] パイロットノッチフィルタを用いたSimplified Lattice Algorithm に基づく適応ノッチフィルタの収束の高速化2016

    • Author(s)
      宗像 宏幸, 越田 俊介, 阿部 正英, 川又 政征
    • Journal Title

      第29回回路とシステムワークショップ論文集

      Volume: 印刷中

    • NAID

      40021341573

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] On Non-Unique Wiener Filters for Enhancement of Single Sinusoid in Noise-Free Case2015

    • Author(s)
      Shunsuke Koshita, Masahide Abe, Masayuki Kawamata, Takaaki Ohnari, Tomoyuki Kawasaki, Shogo Miura
    • Journal Title

      Proceedings of International Workshop on Smart Info-Media Systems in Asia

      Volume: - Pages: 26-29

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance Comparison of Adaptive Notch Filters With Respect to the Output Power Due to the White Noise Input2015

    • Author(s)
      Hiroyuki Munakata, Shunsuke Koshita, Masahide Abe, Masayuki Kawamata
    • Journal Title

      Proceedings of International Workshop on Smart Info-Media Systems in Asia

      Volume: - Pages: 30-34

    • Related Report
      2015 Research-status Report
    • Peer Reviewed
  • [Presentation] 2次システムの平衡形実現と多項式近似を用いた可変ディジタルフィルタ2017

    • Author(s)
      越田 俊介
    • Organizer
      電気学会システム研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ディジタル信号処理におけるストカスティック演算の課題2017

    • Author(s)
      越田 俊介
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 多項式近似に基づく状態空間形の可変ディジタルフィルタの実現に関する一検討2017

    • Author(s)
      越田 俊介
    • Organizer
      電子情報通信学会信号処理研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ストカスティック演算に基づくFIRフィルタの振幅特性測定2017

    • Author(s)
      鎌田 裕成
    • Organizer
      第30回回路とシステムワークショップ
    • Related Report
      2017 Annual Research Report
  • [Presentation] 正規直交はしご形構造をもつ全域通過非整数遅延ディジタルフィルタの実現2017

    • Author(s)
      越田 俊介
    • Organizer
      第30回回路とシステムワークショップ
    • Related Report
      2017 Annual Research Report
  • [Presentation] 単調増加勾配アルゴリズムに基づく適応ノッチフィルタにおける勾配の特性について2017

    • Author(s)
      宗像 宏幸
    • Organizer
      電子情報通信学会回路とシステム研究会
    • Place of Presentation
      彦根勤労福祉会館(滋賀県)
    • Related Report
      2016 Research-status Report
  • [Presentation] ストカスティック演算に基づくディジタルフィルタにおける周波数振幅特性の測定法に関する一検討2017

    • Author(s)
      鎌田 裕成
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      広島大学東京オフィス(東京都)
    • Related Report
      2016 Research-status Report
  • [Presentation] Pilot Notchを用いたSimplified Lattice Algorithmに基づく適応ノッチフィルタの収束の高速化2016

    • Author(s)
      宗像 宏幸, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Research-status Report
  • [Presentation] はしご形構造をもつ全域通過非整数遅延フィルタの可制御性・可観測性グラミアンに基づく性能評価2016

    • Author(s)
      越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      首都大学東京(東京都)
    • Year and Date
      2016-03-04
    • Related Report
      2015 Research-status Report
  • [Presentation] ストカスティック演算に基づくガンマトーンフィルタのハードウェア実現2016

    • Author(s)
      鬼沢 直哉
    • Organizer
      電子情報通信学会回路とシステム研究会
    • Place of Presentation
      弘前市立観光館(青森県)
    • Related Report
      2016 Research-status Report
  • [Presentation] 乗算器の少ないラティス構造を用いたSimplified Lattice Algorithmに基づく適応ノッチフィルタの収束特性について2016

    • Author(s)
      越田 俊介
    • Organizer
      電気学会電子・情報・システム部門大会
    • Place of Presentation
      神戸大学(兵庫県)
    • Related Report
      2016 Research-status Report
  • [Presentation] パイロット適応ノッチフィルタにおけるステップサイズパラメータの設定方法に関する検討2016

    • Author(s)
      宗像 宏幸
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      関西大学(大阪府)
    • Related Report
      2016 Research-status Report
  • [Presentation] ストカスティック演算に基づく省エネルギーガンマトーンフィルタのハードウェア実現2016

    • Author(s)
      鬼沢 直哉
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      関西大学(大阪府)
    • Related Report
      2016 Research-status Report
  • [Presentation] ACLAに基づく適応ノッチフィルタの定常状態におけるMSEの閉じた形での導出2015

    • Author(s)
      野口 佑稀, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      第30回信号処理シンポジウム
    • Place of Presentation
      スパリゾートハワイアンズ(福島県いわき市)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
  • [Presentation] ストカスティック演算に基づくFIRフィルタの性能評価2015

    • Author(s)
      越田 俊介, 鬼沢 直哉, 阿部 正英, 羽生 貴弘, 川又 政征
    • Organizer
      第30回信号処理シンポジウム
    • Place of Presentation
      スパリゾートハワイアンズ(福島県いわき市)
    • Year and Date
      2015-11-04
    • Related Report
      2015 Research-status Report
  • [Presentation] はしご形構造をもつ全域通過非整数遅延フィルタの可制御性・可観測性グラミアンについて2015

    • Author(s)
      越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      東北大学(宮城県仙台市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Research-status Report
  • [Presentation] SLAに基づく適応ノッチフィルタの定常状態におけるMSEの閉じた形での導出2015

    • Author(s)
      野口 佑稀, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      東北大学(宮城県仙台市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 白色雑音入力に関する出力パワーに基づく適応ノッチフィルタの性能比較2015

    • Author(s)
      宗像 宏幸, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      東北大学(宮城県仙台市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 白色雑音入力に関する出力パワーに着目した適応ノッチフィルタの性能比較2015

    • Author(s)
      宗像 宏幸, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      広島大学東京オフィス(東京都)
    • Year and Date
      2015-08-31
    • Related Report
      2015 Research-status Report
  • [Presentation] Simlified Lattice Algorithmに対するMSEの閉じた形での導出2015

    • Author(s)
      野口 佑稀, 越田 俊介, 阿部 正英, 川又 政征
    • Organizer
      電気学会制御研究会
    • Place of Presentation
      広島大学東京オフィス(東京都)
    • Year and Date
      2015-08-31
    • Related Report
      2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi