Abstract: The total least squares (TLS) algorithm is a superior identification tool for low-order errors-in-variables (EIV) systems, where the estimate can be obtained by solving an eigenvector of the ...
The recursive least-squares (RLS) adaptive filtering algorithm is frequently used in system identification problems. The popularity of this algorithm is mainly related to its fast convergence rate. In ...