2 papers
stat.ME2024
Recursive identification with regularization and on-line hyperparameters estimation
Bernard Vau, Tudor-Bogdan Airimitoaie
This paper presents a regularized recursive identification algorithm with simultaneous on-line estimation of both the model parameters and the algorithms hyperparameters. A new ker…
math.OC2024
Speeding up VSLMS adaptation algorithms using dynamic adaptation gain: Analysis and Applications
Ioan Doré Landau, Dariusz Bismor, Tudor-Bogdan Airimitoaie +2
The paper explores the use of dynamic adaptation gain/step size (DAG) for improving the adaptation transient performance of variable step-size LMS (VS-LMS) adaptation algorithms. A…