Convergence and Performance Analysis of the Affine Projection Algorithm with Direction Error
Convergence and Performance Analysis of the Affine Projection Algorithm with Direction Error
复制标题
带方向误差的仿射投影算法的收敛性及性能分析
DOI：
10.1049/cje.2016.06.020
复制
发表时间：
2017-03
影响因子：
1.2
通讯作者：
DAI Dameng
中科院分区：
文献类型：
--
作者：
ZHI Yongfeng;SI Lei;SHI Fuq;DAI Dameng
提出了一种新的统计分析模型，用于分析带方向误差的仿射投影算法（AP-DE）。基于AP-DE算法的方向向量，提出了四个假设。在这些假设下，推导出了加权误差和均方误差的确定性递归方程。我们还分析了AP-DE算法的稳态行为。仿真结果证实了分析结果。
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.