eprintid: 45143
rev_number: 10
eprint_status: archive
userid: 12259
dir: disk0/00/04/51/43
datestamp: 2021-10-08 03:38:06
lastmod: 2021-10-08 03:38:06
status_changed: 2021-10-08 03:38:06
type: thesis
metadata_visibility: show
creators_name: Dwi Windarti, NIM. 16620004
title: PENGUJIAN DAN VALIDASI SISTEM SINGLE ELECTRODE ELECTROENCEPHALOGRAPH (EEG) BERBASIS ARDUINO UNO SEBAGAI PENDETEKSI SINYAL OTAK
ispublished: pub
subjects: Matematika
divisions: jur_fis
full_text_status: restricted
keywords: single electrode EEG, Emotiv Epoc, Brain signals, Validation
note: Dr. Nita Handayani, S.Si, M.Si
abstract: This research is motivated by the results of the design and construction of
the EEG prototype as a detector of brain signal activity. The design that has been
made previously is the single electrode EEG system based on the Arduino Uno.
This study aims to characterize the system that has been created in recording
brain signals. In addition, this study also aims to determine the system
performance compared to Emotiv Epoc as a standard tool. This research was
conducted in 2 stages, namely testing the system and validating the system. The
first stage is system characterization, namely precision, accuracy and SNR. The
second stage is to validate the system with Emotiv Epoc as the standard EEG,
with validation parameters, namely pattern compatibility, amplitude and power
spectral. The results of precision characterization for open and closed eyes were
99.35% and 99.34%, respectively, for an accuracy of 99.72% and 99%,
respectively, for SNR electrodes attached and not attached to the system were
3.70 and Emotiv. Epoc 31.86. The results of system validation have been able to
display patterns, the amplitude generated by the system is very high compared to
standard EEG and the power spectral has been successful in the alpha frequency
range in test subject 1, the eye is closed in test subject 2 and test subject 3, and
spectral power shows in the frequency range tetha, namely the condition of the
eyes closed in test subject 2 and test subject 3.
date: 2021-03-26
date_type: published
pages: 133
institution: UIN SUNAN KALIJAGA YOGYAKARTA
department: FAKULTAS SAINS DAN TEKNOLOGI
thesis_type: skripsi
thesis_name: other
citation:   Dwi Windarti, NIM. 16620004  (2021) PENGUJIAN DAN VALIDASI SISTEM SINGLE ELECTRODE ELECTROENCEPHALOGRAPH (EEG) BERBASIS ARDUINO UNO SEBAGAI PENDETEKSI SINYAL OTAK.  Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.   
document_url: https://digilib.uin-suka.ac.id/id/eprint/45143/1/16620004_BAB-I_IV-atau-V_DAFTAR-PUSTAKA1.pdf
document_url: https://digilib.uin-suka.ac.id/id/eprint/45143/2/16620004_BAB-II_sampai_SEBELUM-BAB-TERAKHIR.pdf