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Volume 7, Issue 3
Set-membership Affine Projection Algorithm with Selective Regressors

Xiaoli Zhang and Yongquan Fan

J. Info. Comput. Sci. , 7 (2012), pp. 218-222.

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  • Abstract
In this letter, the concept of set-membership filtering (SMF) is extended to the affine projection algorithm with selective regressors (SR-APA), a novel set-membership SR-APA (SM-SR-APA) is established. The proposed algorithm exhibits superior performance with significant reduction in overall computational complexity due to data-selective step size. The usefulness of the proposed algorithms was demonstrated through simulations.
  • Keywords

set-membership filtering affine projection data-selective system identification

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COPYRIGHT: © Global Science Press

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@Article{JICS-7-218, author = {Xiaoli Zhang and Yongquan Fan}, title = {Set-membership Affine Projection Algorithm with Selective Regressors}, journal = {Journal of Information and Computing Science}, year = {2024}, volume = {7}, number = {3}, pages = {218--222}, abstract = { In this letter, the concept of set-membership filtering (SMF) is extended to the affine projection algorithm with selective regressors (SR-APA), a novel set-membership SR-APA (SM-SR-APA) is established. The proposed algorithm exhibits superior performance with significant reduction in overall computational complexity due to data-selective step size. The usefulness of the proposed algorithms was demonstrated through simulations. }, issn = {1746-7659}, doi = {https://doi.org/}, url = {http://global-sci.org/intro/article_detail/jics/22645.html} }
TY - JOUR T1 - Set-membership Affine Projection Algorithm with Selective Regressors AU - Xiaoli Zhang and Yongquan Fan JO - Journal of Information and Computing Science VL - 3 SP - 218 EP - 222 PY - 2024 DA - 2024/01 SN - 7 DO - http://doi.org/ UR - https://global-sci.org/intro/article_detail/jics/22645.html KW - set-membership filtering KW - affine projection KW - data-selective KW - system identification AB - In this letter, the concept of set-membership filtering (SMF) is extended to the affine projection algorithm with selective regressors (SR-APA), a novel set-membership SR-APA (SM-SR-APA) is established. The proposed algorithm exhibits superior performance with significant reduction in overall computational complexity due to data-selective step size. The usefulness of the proposed algorithms was demonstrated through simulations.
Xiaoli Zhang and Yongquan Fan. (2024). Set-membership Affine Projection Algorithm with Selective Regressors. Journal of Information and Computing Science. 7 (3). 218-222. doi:
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