Ocular Artifact elimination from EEG signals using Robust Variable Step Size LMF Adaptive Algorithm

2020 ◽  
Author(s):  
Sridhar Chintala ◽  
Ankit Kumar ◽  
Jaisingh Thangaraj
Keyword(s):  
Adaptive Algorithm ◽  
Variable Step Size ◽  
Eeg Signals ◽  
Step Size ◽  
Variable Step ◽  
Ocular Artifact

A Variable Step Size LMS Adaptive Filtering Algorithm and Simulations Based on Computational Verb Theory

2013 ◽  
Vol 756-759 ◽  
pp. 3972-3976 ◽  
Author(s):  
Li Hui Sun ◽  
Bao Yu Zheng
Keyword(s):  
Adaptive Filtering ◽  
Adaptive Algorithm ◽  
Linear Functional ◽  
Functional Relationship ◽  
Lms Algorithm ◽  
Variable Step Size ◽  
Step Size ◽  
Filtering Algorithm ◽  
Variable Step ◽  
Simulation Results

Based on traditional LMS algorithm, variable step LMS algorithm and the analysis for improved algorithm, a new variable step adaptive algorithm based on computational verb theory is put forward. A kind of sectorial linear functional relationship is established between step parameters and the error. The simulation results show that the algorithm has the advantage of slow change which is closely to zero. And overcome the defects of some variable step size LMS algorithm in adaptive steady state value is too large.

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