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

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

A new statistical analysis model is proposed to analyze the Affine pro jection 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 me...

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Veröffentlicht in:电子学报：英文版 2017 (2), p.351-357
1. Verfasser: ZHI Yongfeng SI Lei SHI Fuqian DAI Dameng
Format: Artikel
Sprache:eng
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Zusammenfassung:A new statistical analysis model is proposed to analyze the Affine pro jection 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.
ISSN:1022-4653