Presentation | 2021-12-02 Design Method of ECG Measurement System Using Compression Sensing Yuki Matsumura, Daisuke Kanemoto, Osamu Maida, Tetsuya Hirose, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In recent years, there has been an increasing demand for real-time health information, e.g., electrocardiograms, to be provided to medical professionals via the Internet. However, the problem of transmitting biological signal data wirelessly is that it consumes a lot of power, but a solution exists in the form of data compression techniques using compressed sensing. By using compressed sensing to reduce the amount of data handled in the system, it is expected that the circuits consist of the system can be operated at low power. Therefore, in this paper, we study the design guidelines for a compressed sensing framework using matching tracking and Bayesian learning by clarifying the impact of A/D converter resolution, compression method, and recovery method on the recovery accuracy. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | electrocardiogram / compressed sensing / greedy algorithm |
Paper # | VLD2021-34,ICD2021-44,DC2021-40,RECONF2021-42 |
Date of Issue | 2021-11-24 (VLD, ICD, DC, RECONF) |
Conference Information | |
Committee | VLD / DC / RECONF / ICD / IPSJ-SLDM |
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Conference Date | 2021/12/1(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Design Gaia 2021 -New Field of VLSI Design- |
Chair | Kazutoshi Kobayashi(Kyoto Inst. of Tech.) / Hiroshi Takahashi(Ehime Univ.) / Kentaro Sano(RIKEN) / Masafumi Takahashi(Kioxia) / Yuichi Nakamura(NEC) |
Vice Chair | Minako Ikeda(NTT) / Tatsuhiro Tsuchiya(Osaka Univ.) / Yoshiki Yamaguchi(Tsukuba Univ.) / Tomonori Izumi(Ritsumeikan Univ.) / Makoto Ikeda(Univ. of Tokyo) |
Secretary | Minako Ikeda(Osaka Univ.) / Tatsuhiro Tsuchiya(NEC) / Yoshiki Yamaguchi(Nihon Univ.) / Tomonori Izumi(Chiba Univ.) / Makoto Ikeda(NEC) / (Tokyo Inst. of Tech.) |
Assistant | / / Yukitaka Takemura(INTEL) / Yasunori Osana(Ryukyu Univ.) / Kosuke Miyaji(Shinshu Univ.) / Yoshiaki Yoshihara(キオクシア) / Takeshi Kuboki(Kyushu Univ.) |
Paper Information | |
Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Dependable Computing / Technical Committee on Reconfigurable Systems / Technical Committee on Integrated Circuits and Devices / Special Interest Group on System and LSI Design Methodology |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Design Method of ECG Measurement System Using Compression Sensing |
Sub Title (in English) | |
Keyword(1) | electrocardiogram |
Keyword(2) | compressed sensing |
Keyword(3) | greedy algorithm |
1st Author's Name | Yuki Matsumura |
1st Author's Affiliation | Osaka University(Osaka Univ) |
2nd Author's Name | Daisuke Kanemoto |
2nd Author's Affiliation | Osaka University(Osaka Univ) |
3rd Author's Name | Osamu Maida |
3rd Author's Affiliation | Osaka University(Osaka Univ) |
4th Author's Name | Tetsuya Hirose |
4th Author's Affiliation | Osaka University(Osaka Univ) |
Date | 2021-12-02 |
Paper # | VLD2021-34,ICD2021-44,DC2021-40,RECONF2021-42 |
Volume (vol) | vol.121 |
Number (no) | VLD-277,ICD-278,DC-279,RECONF-280 |
Page | pp.pp.99-104(VLD), pp.99-104(ICD), pp.99-104(DC), pp.99-104(RECONF), |
#Pages | 6 |
Date of Issue | 2021-11-24 (VLD, ICD, DC, RECONF) |