Wavelet-based EEG denoising for automatic sleep stage classification

CONIELECOMP 2011 - 21st International Conference on Electronics Communications and Computers, Proceedings

Volumn , Issue , 2011, Pages 295-298

  Estrada, Edson ^a,b   Nazeran, Homer ^a   Sierra, Gustavo ^b   Ebrahimi, Farideh ^c   Setarehdan, S Kamaledin ^c  

^a 500 W University Avenue   (United States)

^b Instituto de Ciencias BiomédicasUniversidad   (Mexico)

^c UNIVERSITY OF TEHRAN   (Iran)

Author keywords

automatic sleep stage classification; denoising; EEG signals; Wavelets

Indexed keywords

DENOISING; EEG SIGNALS; EFFECTIVE SOLUTION; MINIMUM SQUARED ERROR; NONSTATIONARY SIGNALS; PERFORMANCE MEASURE; PRE-PROCESSING STEP; SHRINKAGE PROPERTIES; SIGNAL TO NOISE; SLEEP STAGE; SOFT THRESHOLDING; THRESHOLDING; UNIVERSAL THRESHOLD; WAVELET COEFFICIENTS; WAVELET DENOISING METHOD; WAVELETS;

DISCRETE WAVELET TRANSFORMS; SIGNAL PROCESSING; SIGNAL TO NOISE RATIO; SLEEP RESEARCH;

NOISE POLLUTION CONTROL;

EID: 79955718028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CONIELECOMP.2011.5749325     Document Type: Conference Paper

References (6)

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