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Interval-Extraction Affine Projection Algorithm

delete2023-01-01
delete1
PRE
AI
H
Hongyu Han
张升 (Sheng Zhang) *
F
Fuyi Huang
DOI:10.1109/LSP.2023.3324272delete
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摘要

摘要

En 中文
Affine projection (AP) algorithm has been widely used in many applications because of the fast convergence ability for colored inputs. To reduce high steady-state errors resulting from weight-noise correlations, this letter presents an interval-extraction mechanism for AP algorithm, named IEAP. In the procedure, we recommend using an interval between each data point of the output vector in the AP update. Finally, by means of theoretical mean square deviations analysis and computer simulations, the interval-extraction method is demonstrated to be effective.
Keyword:
Adaptive filtering
interval extraction
affine projection
theoretical analysis

期刊

IEEE Signal Processing Magazine 封面图
IEEE Signal Processing Magazine
IF:
9.6
论文数:
1.1W
被引数:
1.7W

机构

S
Southwest Jiaotong University
学者数:
2.9W
论文数: 2.1W
被引数: 2.3W
S
Sichuan Normal University
学者数:
5.0K
论文数: 3.3K
被引数: 4.3K
G
guangxi university
学者数:
3.4W
论文数: 1.8W
被引数: 25
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