Open AccessDesign of Low cost Data Acquisition Circuit with Feature Extraction
Author(s) -
R Archana,
T. Rajalakshmi,
P Vijay Sai
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1130/1/012079
Subject(s) - computer science , signal (programming language) , feature (linguistics) , data acquisition , software , arduino , noise (video) , computer hardware , instrumentation amplifier , instrumentation (computer programming) , analog signal , matlab , feature extraction , electrooculography , amplifier , artificial intelligence , eye movement , pattern recognition (psychology) , computer vision , operational amplifier , embedded system , digital signal processing , computer network , philosophy , linguistics , bandwidth (computing) , image (mathematics) , programming language , operating system
Single channel Electrooculogram (EOG) data acquisition system is designed to observe the patterns of signal to confirm the presence of disease or disorder. Tracking the movements of the eyes are done for controlling applications such as wheelchair control, blink detection, word speller, etc for people with complete or partial disability. With the help of signals generated from the eyes, the pattern is studied. This paper lay upon designing of highly precised instrumentation part of single channel EOG with miniaturized circuit and low cost. Different amplifiers are used to remove noise and increase the gain of the signal. Arduino UNO will read the EOG signal as analog input and the signal is recorded using PLX DAQ software which is interfaced with Arduino. The EOG signal is taken for 15 adults and it is tested for the working of the circuit. The signal is further amplified and filtered using MATLAB software and thus the eye movements are visualized. The set of basic mathematical feature are derived for the filtered signal which can be used for future applications for differentiating various eye problems.