Camelia Elisei-Iliescu

A Recursive Least-squares Algorithm Based on the Nearest Kronecker Product Decomposition

The recursive least-squares (RLS) adaptive filter is an appealing choice in system identification problems, mainly due to its fast convergence rate. However, this algorithm is computationally very complex, which may make it useless for the identification of high length impulse responses, like in ech…