Thiernithi Variddhisaï

Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation

A new quaternion-valued adaptive filtering algorithm based on extrapolated weight methods is proposed. The proposed algorithm belongs to the class of conjugate direction algorithms [1]. This class of extrapolation (momentum) based algorithms is preferred to RLS-based algorithms when the matrix inver…