A novel hybrid affine projection algorithm (H-APA) is proposed. This algorithm is considered to be a derivation of the affine projection sign algorithm (APSA).
In the context of time-series prediction, simulations verify that both the KAPRMNA and VSS-KAPRMNA outperform some other known kernel AP-type algorithms ...
The affine projection sign algorithm (APSA) is widely used to alleviate the impact of impulsive noise on weight updates for adaptive filters.
Variable Step Size Methods of the Hybrid Affine Projection Adaptive Filtering Algorithm under Symmetrical Non-Gaussian Noise · Combined boosted variable step- ...
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Jun 13, 2023 · Robust hybrid affine projection filtering algorithm under α-stable environment. Abstract. A novel hybrid affine projection algorithm (H-APA) ...
In this paper, a new adaptive filtering algorithm called affine projection robust outlier detection algorithm (APRODA) that combines affine projection (AP) ...
In this paper, a novel adaptive filtering algorithm combining both affine projection (AP) method and robust mixed-norm algorithm (RMNA) is proposed, ...
May 26, 2023 · These are two variable-step algorithms aim to further improve the robust performance and convergence speed of H-APA under non-Gaussian noise.
Experimental results show that the proposed RGS-PAP algorithm converges faster and achieves a lower steady-state error in α-stable impulsive noise environments ...
A robust variable step-size affine projection sign adaptive algorithm (RVSS-APSA) that reduces the steady-state misalignment and increases the convergence ...