Now showing items 1-4 of 4
An adaptive noise canceller based on QLMS algorithm for removing EOG artifacts in EEG recordings
In this paper, a novel adaptive noise canceller (ANC) based on the quaternion valued least mean square algorithm (QLMS) is designed in order to remove electrooculography (EOG) artifacts from electroencephalography (EEG) ...
An augmented complex-valued Lyapunov stability theory based adaptive filter algorithm
A novel augmented complex-valued Lyapunov stability theory (LST) based adaptive filter (ACLAF) algorithm is proposed for the widely linear adaptive filtering of noncircular complex-valued signals. After a candidate Lyapunov ...
A generalized Lyapunov stability theory-based adaptive FIR filter algorithm with variable step sizes
(Springer London Ltd, 2017)
This paper presents a novel approach to Lyapunov stability theory-based adaptive filter (LAF) design. The proposed design is based on the minimization of the Euclidean norm of the difference weight vector under negative ...
Prediction of Complex-Valued Signals by Using Complex-Valued LMK Algorithm
In this study, the adaptive prediction of complex valued signals has been realized by using the complex-valued least mean Kurtosis (CLMK) algorithm. The prediction performance of the CLMK algorithm has been evaluated on ...