Advanced Study of ICA in EEG and Signal Acquisition using Mydaq and Lab view Application
R. Kishore Kanna1, R. Vasuki2
1R. Kishore Kanna, Assistant Professor, Department of Biomedical Engineering, Bharath Institute of Higher Education and Research, Chennai (Tamil Nadu), India.
2R. Vasuki, Department of Biomedical Engineering, Bharath Institute of Higher Education and Research, Chennai (Tamil Nadu), India.
Manuscript received on 01 May 2019 | Revised Manuscript received on 15 May 2019 | Manuscript published on 30 May 2019 | PP: 2799-2806 | Volume-8 Issue-7, May 2019 | Retrieval Number: G5745058719/19©BEIESP
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Electroencephalography is the account of electrical movement along the scalp of an individual. This enables us to gauge mind action associated with different sorts of subjective capacities. Exploratory objective of this work is to decipher and portray the EEG movement amid Pranayama breathing as for transient and spatial setting, and get two channel information utilizing MyDAQ and Labview.This work basically investigates the variety in the EEG wave design amid various phases of Pranayama just as the variety of alpha wave level in the left and right frontal, fleeting parietal and occipital areas of the cerebrum.Factual hugeness test is performed for various cycles of Pranayama to gauge the critical change in the alpha power as for pattern measures. An exertion was had to break down the effect in the cerebral electrical action among long haul and transient reflection professionals. Information was recorded for ten subjects amid three cycles of Pranayama, each cycle going on for two minutes.So as to quantify the impacts towards the finish of Pranayama, the most recent 20 seconds of EEG information were dissected in each cycle of Pranayama. The investigation uncovered that 40 % of the subjects were loose (implies increment in alpha power) just as alarm (implies increment in beta power) toward the finish of Pranayama, while 30% of the subjects demonstrated diminishing in beta power. Likewise, 10% indicated increment in beta power for just a single cycle. Subsequently, one may reason that the act of Pranayama improves unwinding and discernment, driving the professionals to a calm and solid life.
Keyword: Electroencephalogram, Lab view, Independent Component Analysis, Data Acquisition, Artifact.
Scope of the Article: Internet and Web Applications