Robust Fuzzy-based Data-Selective Affine Projection Algorithm

Ying Ren Chien; Chang Cyuan Chen; Hen Wai Tsao

doi:10.1109/ICCE-Taiwan55306.2022.9869167

Robust Fuzzy-based Data-Selective Affine Projection Algorithm

Ying Ren Chien
, Chang Cyuan Chen
, Hen Wai Tsao

電子工程系

研究成果: 書籍/報告/會議論文中的章節 › 會議投稿 › 同行評審

2 引文斯高帕斯（Scopus）

摘要

This paper presents a fuzzy-based approach to determine a threshold during the data selection process systematically. This makes the conventional data-selective affine projection algorithm (DSAP) robust to the impulse noise. In addition, an error-weighting vector is proposed to enhance our algorithm's robustness further. Simulation results confirmed that our proposed method ultimately improves stability, tracking ability, and robustness while reducing the weight-updating rate in the case of impulse noise presented.

原文	English
主出版物標題	Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	87-88
頁數	2
ISBN（電子）	9781665470506
DOIs	https://doi.org/10.1109/ICCE-Taiwan55306.2022.9869167
出版狀態	Published - 2022
事件	2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022 - Taipei, Taiwan 持續時間: 6 7月 2022 → 8 7月 2022

出版系列

名字	Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022

Conference

Conference	2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022
國家/地區	Taiwan
城市	Taipei
期間	6/07/22 → 8/07/22

文獻附註

Publisher Copyright:
© 2022 IEEE.

UN SDG

此研究成果有助於以下永續發展目標

Affordable and clean energy

存取文件

10.1109/ICCE-Taiwan55306.2022.9869167

其它文件與鏈接

Link to publication in Scopus

引用此

Chien, Y. R., Chen, C. C., & Tsao, H. W. (2022). Robust Fuzzy-based Data-Selective Affine Projection Algorithm. 於 Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022 (頁 87-88). (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE-Taiwan55306.2022.9869167

Chien, Ying Ren ; Chen, Chang Cyuan ; Tsao, Hen Wai. / Robust Fuzzy-based Data-Selective Affine Projection Algorithm. Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc., 2022. 頁 87-88 (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022).

@inproceedings{3a2bb177ccc149b7b6c76f904918800b,

title = "Robust Fuzzy-based Data-Selective Affine Projection Algorithm",

abstract = "This paper presents a fuzzy-based approach to determine a threshold during the data selection process systematically. This makes the conventional data-selective affine projection algorithm (DSAP) robust to the impulse noise. In addition, an error-weighting vector is proposed to enhance our algorithm's robustness further. Simulation results confirmed that our proposed method ultimately improves stability, tracking ability, and robustness while reducing the weight-updating rate in the case of impulse noise presented.",

keywords = "affine projection algorithm (APA), data selective, fuzzy, impulse noise",

author = "Chien, \{Ying Ren\} and Chen, \{Chang Cyuan\} and Tsao, \{Hen Wai\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022 ; Conference date: 06-07-2022 Through 08-07-2022",

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series = "Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022",

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Chien, YR, Chen, CC & Tsao, HW 2022, Robust Fuzzy-based Data-Selective Affine Projection Algorithm. 於 Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022, Institute of Electrical and Electronics Engineers Inc., 頁 87-88, 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022, Taipei, Taiwan, 6/07/22. https://doi.org/10.1109/ICCE-Taiwan55306.2022.9869167

Robust Fuzzy-based Data-Selective Affine Projection Algorithm. / Chien, Ying Ren; Chen, Chang Cyuan; Tsao, Hen Wai.
Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 87-88 (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022).

研究成果: 書籍/報告/會議論文中的章節 › 會議投稿 › 同行評審

TY - GEN

T1 - Robust Fuzzy-based Data-Selective Affine Projection Algorithm

AU - Chien, Ying Ren

AU - Chen, Chang Cyuan

AU - Tsao, Hen Wai

PY - 2022

Y1 - 2022

N2 - This paper presents a fuzzy-based approach to determine a threshold during the data selection process systematically. This makes the conventional data-selective affine projection algorithm (DSAP) robust to the impulse noise. In addition, an error-weighting vector is proposed to enhance our algorithm's robustness further. Simulation results confirmed that our proposed method ultimately improves stability, tracking ability, and robustness while reducing the weight-updating rate in the case of impulse noise presented.

AB - This paper presents a fuzzy-based approach to determine a threshold during the data selection process systematically. This makes the conventional data-selective affine projection algorithm (DSAP) robust to the impulse noise. In addition, an error-weighting vector is proposed to enhance our algorithm's robustness further. Simulation results confirmed that our proposed method ultimately improves stability, tracking ability, and robustness while reducing the weight-updating rate in the case of impulse noise presented.

KW - affine projection algorithm (APA)

KW - data selective

KW - fuzzy

KW - impulse noise

UR - https://www.scopus.com/pages/publications/85138754228

U2 - 10.1109/ICCE-Taiwan55306.2022.9869167

DO - 10.1109/ICCE-Taiwan55306.2022.9869167

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AN - SCOPUS:85138754228

T3 - Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022

SP - 87

EP - 88

BT - Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022

Y2 - 6 July 2022 through 8 July 2022

ER -

Chien YR, Chen CC, Tsao HW. Robust Fuzzy-based Data-Selective Affine Projection Algorithm. 於 Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 87-88. (Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022). doi: 10.1109/ICCE-Taiwan55306.2022.9869167

Robust Fuzzy-based Data-Selective Affine Projection Algorithm

摘要

出版系列

Conference

文獻附註

UN SDG

存取文件

其它文件與鏈接

指紋

引用此