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An Effective Cascaded Approach for EEG Artifacts Elimination
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| Author:
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, DR.SANTOSH KUMAR VISHWAKARMA, DR.PRAKASH CHANDRA SHARMA, DR.ROHIT RAJA, DR.VANDANA ROY, SAKSHI TOMAR
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| Abstract:
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During the procurement phase the physiologic signal such as Electroencephalography (EEG) can be contaminated with artifacts which impair the signal's characteristics and quality of interest. Strong and viable biomedical signals are necessary for the medical diagnosis procedures, and therefore removal of EEG artifacts is significant. In this examination work an effective methodology for EEG artifacts elimination is deliberated. The proposed methodology is discussed for especially EEG signal available in single channel form. The results are evaluated based on some assessment factors and evaluated the performance with the state of the art artifact removal methodologies. The comparison shows the achievement of suggested artifact elimination methodology.
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| Keyword:
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EEG, EEMD, DWT, SWT, BSS.
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| EOI:
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-
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| DOI:
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https://doi.org/10.31838/ijpr/2020.12.04.653
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| Download:
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Request For Article
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