Recursive Least Squares with Fading Regularization for Finite-Time Convergence without Persistent Excitation

Brian Lai, Dimitra Panagou, Dennis S. Bernstein

This paper extends recursive least squares (RLS) to include time-varying regularization. This extension provides flexibility for updating the least squares regularization term in r…