A Decomposition-Based RLS Algorithm with Variable Forgetting Factors

摘要

The performance of the recursive least-squares (RLS) algorithm is mainly controlled by the forgetting factor. Using a constant value of this important parameter leads to a compromise between the main performance criteria, i.e., low misadjustment versus fa