B. Low-Complexity Adaptive Algorithm
By applying the orthonormality defined in (12) to RLS algorithm, we can develop a new adaptive algorithm that consumes a small amount of hardware resources and converges quickly at the same time. The orthonormality (12) is defined statistically. In practice, for a given set of samples, we have