TY - GEN
T1 - Technique for the comparison of concentration and meditation levels in the performance of rehabilitation exercises in bicycle, using virtual reality techniques and brain computer interface
AU - Auccahuasi, Wilver
AU - Flores, Edward
AU - Sernaque, Fernando
AU - Sandivar, Juana
AU - Castro, Percy
AU - Gutarra, Felipe
AU - Moggiano, Nabilt
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/11
Y1 - 2019/11
N2 - The use of information technology and communications, have allowed the development of multiple devices for recording electrical activities that originate in the human body such as electrocardiogram, electromyography, electroencephalography signals, among others; They have also allowed the commercialization of low-cost devices that can be used for sophisticated Virtual Reality applications. In the process of recovering the mobility of the lower limbs, important problems arise, such as being able to recover muscular capacity, coordination of gait and mainly the loss of fear of being able to walk normally, which is why one of the Exercises to work these three problems is to perform the exercises on an exercise bike, in these conditions the patient performs it in most cases very distracted, which causes him not to perform the exercise normally, this article presents a technique to evaluate the cerebral conditions of the patient who is in recovery, based on the analysis of the attention and meditation novels, measured when the patient performs the exercises using the stationary bicycle, using the virtual reality device based on the use of the lenses of RV, brain signal measurements are made using the MindWave EEG device Neurosky, which gives us the level of concentration and meditation that the person is on a scale of 0% to 100%, the results obtained show that when the person is doing the exercises on the bicycle they find low levels of attention and Opposite meditation happens when the patient is using the virtual reality device where you show high levels of meditation.
AB - The use of information technology and communications, have allowed the development of multiple devices for recording electrical activities that originate in the human body such as electrocardiogram, electromyography, electroencephalography signals, among others; They have also allowed the commercialization of low-cost devices that can be used for sophisticated Virtual Reality applications. In the process of recovering the mobility of the lower limbs, important problems arise, such as being able to recover muscular capacity, coordination of gait and mainly the loss of fear of being able to walk normally, which is why one of the Exercises to work these three problems is to perform the exercises on an exercise bike, in these conditions the patient performs it in most cases very distracted, which causes him not to perform the exercise normally, this article presents a technique to evaluate the cerebral conditions of the patient who is in recovery, based on the analysis of the attention and meditation novels, measured when the patient performs the exercises using the stationary bicycle, using the virtual reality device based on the use of the lenses of RV, brain signal measurements are made using the MindWave EEG device Neurosky, which gives us the level of concentration and meditation that the person is on a scale of 0% to 100%, the results obtained show that when the person is doing the exercises on the bicycle they find low levels of attention and Opposite meditation happens when the patient is using the virtual reality device where you show high levels of meditation.
KW - BCI
KW - Concentration
KW - EEG
KW - Meditation
KW - Virtual reality
UR - http://www.scopus.com/inward/record.url?scp=85079350986&partnerID=8YFLogxK
U2 - 10.1109/EHB47216.2019.8970013
DO - 10.1109/EHB47216.2019.8970013
M3 - Contribución a la conferencia
AN - SCOPUS:85079350986
T3 - 2019 7th E-Health and Bioengineering Conference, EHB 2019
BT - 2019 7th E-Health and Bioengineering Conference, EHB 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 7th IEEE International Conference on E-Health and Bioengineering, EHB 2019
Y2 - 21 November 2019 through 23 November 2019
ER -