Classification of SSVEP Based Brain Signals using Discrete Wavelet Transform
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 6
Abstract
Brain Computer Interface (BCI) sometimes called mind machine interface provides a non-muscular communication channel between the brain and the external device. It provides an alternate communication channel for people who suffer from severe motor disabilities. The Steady State Visual Evoked Potential (SSVEP) is a very suitable input signal of BCI system because of its high information transfer rate and short training time. The artifacts are disturbance that can occur during the signal acquisition and that can alter the analysis of the signals themselves. Detecting artifacts produced in electroencephalography data by electrical noise, eye blinks and muscle activity is a common and important problem in electroencephalography research. In this research, an algorithm classifies two different SSVEP signals, which are extracted by Discrete Wavelet Transform for further implementation in real life.
Authors and Affiliations
aranpreet Singh Talwar, Satnam Singh Matharu
Keywords
Related Articles
- EP ID EP22301
- DOI -
- Views 246
- Downloads 4
ARB Life Improvement By Improvement in the Current Shot Peening Method
The ARB is widely used in automobiles and one of the major components of suspension system. It needs to have higher fatigue life. The ARB regarded as a safety component as its failure will lead to severe accidents and t...
Bot Detection using Traffic Monitoring and Traffic Analysis
Botnet is peak extensive spread and occurs normally in today’s cyber attacks, resulting in severe intimidations to our network possessions and group’s properties. Botnets are congregation of negotiated computer (Bots) w...
Survey Paper for Result Alert System
Students have to search the internet each time to know about any news updates like payments, result etc. in the college website. In our project, we will implement E-mail & SMS technology for the fast and reliable procur...
Automated Vehicle Up Lifting System
An advanced vehicle lifting system is designed to provide an intelligible, conscientious and safe means for a vehicle to elevate one or more of the wheels from the ground or for a multiplicity, for example changing a fl...
Selective Harmonic Elimination for Solar Cell based Multi-Level Inverter System Using Moth Flame Optimization
Themulti level inverter is powerful electronic device, which is widely used for high power utility application. The main purpose of the multi-level inverter is to provide sinusoidal wave from with low-level harmonic con...