relation: https://khub.utp.edu.my/scholars/9096/
title: Evaluation of simulated VEP signals on basis of Higuchi and Katz's algorithm
creator: Radzi, S.S.M.
creator: Asirvadam, V.S.
creator: Dass, S.C.
creator: Hutapea, D.K.Y.
description: This paper investigates the influences of noise power and signals length towards the fractal dimension (FD) of a short and non-complex visual evoked potential (VEP). Higuchi and Katz's algorithms have been used to estimate the fractal dimension of the simulated VEPs with the various parameter. To examine the performance of both algorithms, the parameter of colored noise and window length of the signal were varied. Weierstrass cosine function was generated with a known FD for validation. Katz's FD of the VEPs are linearly proportional to the noise power, as it measures the roughness of the signal. Higuchi's algorithm is highly affected by noise. The FD decreases as noise power increased until it reaches the plateau when the noise power equals to 0.05. It was found that Katz's FD has no significant effect of window length, meanwhile, Higuchi's FD increases as window length increases. © 2017 IEEE.
publisher: Institute of Electrical and Electronics Engineers Inc.
date: 2017
type: Conference or Workshop Item
type: PeerReviewed
identifier:   Radzi, S.S.M. and Asirvadam, V.S. and Dass, S.C. and Hutapea, D.K.Y.  (2017) Evaluation of simulated VEP signals on basis of Higuchi and Katz's algorithm.  In: UNSPECIFIED.     
relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041388437&doi=10.1109%2fICSIPA.2017.8120627&partnerID=40&md5=0956f96b2e3e4635b7df93b1ad433ed4
relation: 10.1109/ICSIPA.2017.8120627
identifier: 10.1109/ICSIPA.2017.8120627