An optimized differential step-size LMS algorithm

DOI10.3390/a12080147zbMath1451.93394OpenAlexW2963256822MaRDI QIDQ2005544

Constantin Paleologu, Alexandru-George Rusu, Silviu Ciochină, Jacob Benesty

Publication date: 8 October 2020

Published in: Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/a12080147

zbMATH Keywords

system identificationadaptive filterecho cancellationleast-mean-square (LMS) algorithmoptimized differential step-size LMS algorithm

Mathematics Subject Classification ID

Filtering in stochastic control theory (93E11) Least squares and related methods for stochastic control systems (93E24) Identification in stochastic control theory (93E12)

Cites Work

• Matrix multiplication via arithmetic progressions
• A proportionate normalized maximum correntropy criterion algorithm with correntropy induced metric constraint for identifying sparse systems
• Gaussian elimination is not optimal
• A PNLMS Algorithm With Individual Activation Factors
• A New Variable Step-Size NLMS Algorithm and Its Performance Analysis
• Proportionate adaptive algorithms for network echo cancellation