Convergence and Performance Analysis of the Affine Projection Algorithm with Direction Error

被引：0
|
作者：
Zhi Yongfeng [1 ]
Si Lei [1 ]
Shi Fuqian [2 ]
Dai Dameng [3 ]
机构：
[1] Northwestern Polytech Univ, Sch Automat, Xian 710072, Peoples R China
[2] Wenzhou Med Univ, Sch Informat & Engn, Wenzhou 325035, Peoples R China
[3] Wenzhou Univ, Coll Phys & Elect Informat Engn, Wenzhou 325000, Peoples R China
来源：
CHINESE JOURNAL OF ELECTRONICS | 2017年 / 26卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Adaptive filter; Affine projection algorithm with direction error (AP-DE); Statistical analysis;
D O I：
10.1049/cje.2016.06.020
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A new statistical analysis model is proposed to analyze the Affine projection algorithm with direction error (AP-DE). Four assumptions are made, which are based on the direction vector for the AP-DE algorithm. Under these assumptions, deterministic recursive equations for the weight error and for the mean-square error are derived. We also analyze the steady-state behavior of the AP-DE algorithm. Simulation results are provided to corroborate the analytical results.
引用
收藏
页码：351 / 357
页数：7
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