How to Decide Window-Sizes of Smoothing Methods: A Goodness of Fit Criterion for Smoothing Oscillation Data
Summary :
Organic electronics devices can be applicable to implant sensors. The noises in the acquired data can be removed by smoothing using sliding windows. We developed a new criterion for window-size decision based on smoothness and similarity (SSC). The smoothed curve fits the raw data well and is sufficiently smooth.
- Publication
- IEICE TRANSACTIONS on Electronics Vol.E102-C No.2 pp.143-146
- Publication Date
- 2019/02/01
- Publicized
- Online ISSN
- 1745-1353
- DOI
- 10.1587/transele.2018OMS0003
- Type of Manuscript
- BRIEF PAPER
- Category
Authors
Kenichi SHIBATA
Yokohama National University
Takashi AMEMIYA
Yokohama National University
Keyword
Latest Issue
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Kenichi SHIBATA, Takashi AMEMIYA, "How to Decide Window-Sizes of Smoothing Methods: A Goodness of Fit Criterion for Smoothing Oscillation Data" in IEICE TRANSACTIONS on Electronics,
vol. E102-C, no. 2, pp. 143-146, February 2019, doi: 10.1587/transele.2018OMS0003.
Abstract: Organic electronics devices can be applicable to implant sensors. The noises in the acquired data can be removed by smoothing using sliding windows. We developed a new criterion for window-size decision based on smoothness and similarity (SSC). The smoothed curve fits the raw data well and is sufficiently smooth.
URL: https://global.ieice.org/en_transactions/electronics/10.1587/transele.2018OMS0003/_p
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@ARTICLE{e102-c_2_143,
author={Kenichi SHIBATA, Takashi AMEMIYA, },
journal={IEICE TRANSACTIONS on Electronics},
title={How to Decide Window-Sizes of Smoothing Methods: A Goodness of Fit Criterion for Smoothing Oscillation Data},
year={2019},
volume={E102-C},
number={2},
pages={143-146},
abstract={Organic electronics devices can be applicable to implant sensors. The noises in the acquired data can be removed by smoothing using sliding windows. We developed a new criterion for window-size decision based on smoothness and similarity (SSC). The smoothed curve fits the raw data well and is sufficiently smooth.},
keywords={},
doi={10.1587/transele.2018OMS0003},
ISSN={1745-1353},
month={February},}
Copy
TY - JOUR
TI - How to Decide Window-Sizes of Smoothing Methods: A Goodness of Fit Criterion for Smoothing Oscillation Data
T2 - IEICE TRANSACTIONS on Electronics
SP - 143
EP - 146
AU - Kenichi SHIBATA
AU - Takashi AMEMIYA
PY - 2019
DO - 10.1587/transele.2018OMS0003
JO - IEICE TRANSACTIONS on Electronics
SN - 1745-1353
VL - E102-C
IS - 2
JA - IEICE TRANSACTIONS on Electronics
Y1 - February 2019
AB - Organic electronics devices can be applicable to implant sensors. The noises in the acquired data can be removed by smoothing using sliding windows. We developed a new criterion for window-size decision based on smoothness and similarity (SSC). The smoothed curve fits the raw data well and is sufficiently smooth.
ER -
English
