Elena-Valentina Dumitrașcu

Dynamic Filter Length Reduction in NLMS for System Identification

2024

Adaptive filtering techniques are fundamental in system identification, enabling the estimation and modeling of unknown systems from observed input-output data. Among these methods, the Normalized Least Mean Squares (NLMS) algorithm holds paramount importance due to …