https://scholars.lib.ntu.edu.tw/handle/123456789/632871
標題: | Robust Fuzzy-based Data-Selective Affine Projection Algorithm | 作者: | Chien, Ying Ren Chen, Chang Cyuan HEN-WAI TSAO |
關鍵字: | affine projection algorithm (APA) | data selective | fuzzy | impulse noise | 公開日期: | 1-一月-2022 | 來源出版物: | Proceedings - 2022 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2022 | 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. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/632871 | ISBN: | 9781665470506 | DOI: | 10.1109/ICCE-Taiwan55306.2022.9869167 |
顯示於: | 電機工程學系 |
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