Combined-Step-Size Affine Projection Andrew’s Sine Estimate for Robust Adaptive Filtering
Abstract
:1. Introduction
2. The Variables of the APA-Type Algorithms
3. The Proposed Algorithm
3.1. APASE Algorithm
3.2. CSS-APASE Algorithm
3.3. Stability Analysis
4. Experiment and Analysis
4.1. System Identification Application
4.2. Echo Cancellation Application
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
APA | Affine Projection Algorithm |
APASE | Affine-Projection Andrew’s Sine Estimator |
APLM | Affine-Projection-Like M-Estimate |
APS | Affine Projection Sign |
AR | Autoregressive |
ASE | Andrew’s Sine Estimator |
CSS | Combined Step Size |
CSS-APASE | Combined-Step-Size Affine-Projection Andrew’s Sine Estimate |
EMSE | Excess Mean Squared Error |
IWF | Iterative Wiener Filter |
IWF-ASE | Iterative Wiener Filter Andrew’s Sine Estimator |
LMS | Least Mean Squares |
NLMS | Normalized Least Mean Squares |
NMSD | Normalized Mean Squared Deviation |
SNR | Signal-to-Noise Ratio |
WGN | White Gaussian Noise |
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Wan, Y.; Wang, W. Combined-Step-Size Affine Projection Andrew’s Sine Estimate for Robust Adaptive Filtering. Information 2024, 15, 482. https://doi.org/10.3390/info15080482
Wan Y, Wang W. Combined-Step-Size Affine Projection Andrew’s Sine Estimate for Robust Adaptive Filtering. Information. 2024; 15(8):482. https://doi.org/10.3390/info15080482
Chicago/Turabian StyleWan, Yuhao, and Wenyuan Wang. 2024. "Combined-Step-Size Affine Projection Andrew’s Sine Estimate for Robust Adaptive Filtering" Information 15, no. 8: 482. https://doi.org/10.3390/info15080482