4-CLASS MOTOR IMAGERY CLASSIFICATION FOR POST STROKE REHABILITATION USING BRAIN-COMPUTER INTERFACE
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 8
Abstract
Brain-Computer Interface (BCI) is a mechanism that helps in the control/communication of one’s environment through the brain signals obtained directly from the brain via an EEG signal acquisition unit. A BCI incorporating Motor Imagery for post-stroke rehabilitation of upper limbs and knee in fully disabled patients is designed. It helps in restoring some of the activities of the daily living. It aids post-stroke sufferers to carry out functionalities like movement of right and left hands, right and left knee, grabbing things, etc. Till now, the post-stroke rehabilitation ispossible in partially impaired patients. The therapy was given to the damaged cortical area in the brain directly by the therapist moving the hand of the patient. This is not suitable as it requires the presence of therapist, can be done only in a hospital leading to high cost, muscle fatigue, slow recovery of the damaged area. In this paper, a survey of various BCIs is done and an optimum design is devised. Also the overall accuracy of the system is calculated to be approximately 91%.
Authors and Affiliations
Aarathi Kumar
Keywords
Related Articles
- EP ID EP107155
- DOI 10.5281/zenodo.60111
- Views 63
- Downloads 0
UP GRADATION OF LIGNITE COAL BY WET SIEVE TECHNIQUE FROM MATASUKH MINES OF NAGAUR, RAJASTHAN, INDIA
Energy consumption per capita in modern society, The drastic development in industrial sector, commercial sector due to tomization the energy supply was started by lignite coal along with other energy source in w...
LIFETIME AND COVERAGE ENHANCEMENT USING HYBRID APPROACH IN WIRELESS SENSOR NETWORK
This paper present a hybrid approach to improving the network lifetime and coverage/connectivity of wireless sensor network. Here we apply a new deployment scheme with GA based routing to improve network lifetime and co...
A Digital Pen Based On Accelerometer for Handwritten Digit
In this paper we proposed an Accelerometer based on Micro Electro Mechanical Systems. The (MEMS) which is used in Digital pan for handwritten Digit and Gesture recognition. The (MEMS) is composed of a acceleromet...
STABILITY OF RETAINING WALL U NDER SEISMIC LOAD: A REVIEW
It is necessary to check the relevance & suitability of such type of retaining wall in the field, the economy of the wall, selection of suitable method for computation of active earth pressure,...
Dynamic Traffic- Rule- Violation Monitoring and Detection System
In this paper, we present the construction of a system which detects violations at a street intersection such as lane violation during red light running and thereby we can trace each and every individual vehicle a...