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

机译:具有方向误差的仿射投影算法的收敛性和性能分析

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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.
机译:提出了一种新的统计分析模型来分析具有方向误差的仿射投影算法(AP-DE)。基于AP-DE算法的方向向量,做出了四个假设。在这些假设下,得出了权重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。提供仿真结果以证实分析结果。

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