Statistical tracking behavior of affine projection algorithm for unity step size

Yongfeng Zhi; Yunyi Yang; Xi Zheng; Jun Zhang; Zhen Wang

doi:10.1016/j.amc.2016.02.003

Statistical tracking behavior of affine projection algorithm for unity step size

Yongfeng Zhi
, Yunyi Yang
, Xi Zheng
, Jun Zhang
, Zhen Wang

School of Cybersecurity

Northwestern Polytechnical University Xian

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

Since unity step size could guarantee the fastest convergence and more detailed analysis for the affine projection (AP) algorithm, a statistical tracking behavior of AP algorithm is discussed in this paper. Deterministic recursive equations are derived for the mean weight error and mean-square error. All the possible correlations between the adaptive filtering coefficients and the past measurement noise are considered as well.

Original language	English
Pages (from-to)	22-28
Number of pages	7
Journal	Applied Mathematics and Computation
Volume	283
DOIs	https://doi.org/10.1016/j.amc.2016.02.003
State	Published - 20 Jun 2016

Keywords

Affine projection algorithm
Step size
System identification
Tracking behavior

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10.1016/j.amc.2016.02.003

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title = "Statistical tracking behavior of affine projection algorithm for unity step size",

abstract = "Since unity step size could guarantee the fastest convergence and more detailed analysis for the affine projection (AP) algorithm, a statistical tracking behavior of AP algorithm is discussed in this paper. Deterministic recursive equations are derived for the mean weight error and mean-square error. All the possible correlations between the adaptive filtering coefficients and the past measurement noise are considered as well.",

keywords = "Affine projection algorithm, Step size, System identification, Tracking behavior",

author = "Yongfeng Zhi and Yunyi Yang and Xi Zheng and Jun Zhang and Zhen Wang",

year = "2016",

month = jun,

day = "20",

doi = "10.1016/j.amc.2016.02.003",

language = "英语",

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pages = "22--28",

journal = "Applied Mathematics and Computation",

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T1 - Statistical tracking behavior of affine projection algorithm for unity step size

AU - Zhi, Yongfeng

AU - Yang, Yunyi

AU - Zheng, Xi

AU - Zhang, Jun

AU - Wang, Zhen

PY - 2016/6/20

Y1 - 2016/6/20

N2 - Since unity step size could guarantee the fastest convergence and more detailed analysis for the affine projection (AP) algorithm, a statistical tracking behavior of AP algorithm is discussed in this paper. Deterministic recursive equations are derived for the mean weight error and mean-square error. All the possible correlations between the adaptive filtering coefficients and the past measurement noise are considered as well.

AB - Since unity step size could guarantee the fastest convergence and more detailed analysis for the affine projection (AP) algorithm, a statistical tracking behavior of AP algorithm is discussed in this paper. Deterministic recursive equations are derived for the mean weight error and mean-square error. All the possible correlations between the adaptive filtering coefficients and the past measurement noise are considered as well.

KW - Affine projection algorithm

KW - Step size

KW - System identification

KW - Tracking behavior

UR - https://www.scopus.com/pages/publications/84959563566

U2 - 10.1016/j.amc.2016.02.003

DO - 10.1016/j.amc.2016.02.003

M3 - 文章

AN - SCOPUS:84959563566

SN - 0096-3003

VL - 283

SP - 22

EP - 28

JO - Applied Mathematics and Computation

JF - Applied Mathematics and Computation

ER -

Statistical tracking behavior of affine projection algorithm for unity step size

Abstract

Keywords

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