A study on discrete wavelet-based noise removal from eeg signals

Advances in Experimental Medicine and Biology

Volumn 680, Issue , 2010, Pages 593-599

  Asaduzzaman, K ^a   Reaz, M B I ^b   Mohd Yasin, F ^b   Sim, K S ^b   Hussain, M S ^b  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

^b NONE

Author keywords

De noising; Discrete wavelet transform; EEG

Indexed keywords

ALGORITHM; ARTIFACT REDUCTION; CONFERENCE PAPER; ELECTROENCEPHALOGRAM; EPILEPSY; INFORMATION RETRIEVAL; MATHEMATICAL COMPUTING; PRIORITY JOURNAL; ROOT MEAN SQUARE; SIGNAL PROCESSING; WAVELET ANALYSIS; WAVELET TRANSFORM; ARTICLE; ARTIFACT; BIOLOGY; BRAIN; ELECTROENCEPHALOGRAPHY; HUMAN; PATHOPHYSIOLOGY; PHYSIOLOGY; REFERENCE VALUE; STATISTICS;

ALGORITHMS; ARTIFACTS; BRAIN; COMPUTATIONAL BIOLOGY; ELECTROENCEPHALOGRAPHY; EPILEPSY; HUMANS; REFERENCE VALUES; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 79952202116     PISSN: 00652598     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-1-4419-5913-3_65     Document Type: Conference Paper

References (10)

1. Niedermeyer E, Silva FH (1993) Electroencephalography: Basic principles, clinical applications and related fields. Lippincott, Williams & Wilkins, Philadelphia.
2. Holmes GL, Lombroso CT (1993) Prognostic value of background patterns in the neonatal EEG. J Clin Neurophysiol 10:323-352. (Pubitemid 23239028)
3. Croft RJ, Barry RJ (2000) Removal of ocular artifact from the EEG: A review. Clin Neurophysiol 30:5-19. (Pubitemid 30148764)
4. Unser M, Aldroubi A (1996) A review of wavelet in biomedical applications. IEEE Trans Biomed Eng 84:626-638.
5. Zikov T, Bibian S et al (2002) A wavelet based de-noising technique for ocular artifact correction of the electroencephalogram. Proceedings of the Second Joint EMBS/BMES Conference, pp. 98-105.
6. Ramanan SV, Kalpakam NV et al (2004) A novel wavelet based technique for detection and de-noising of ocular artifact in normal and epileptic electroencephalogram. Proceedings of International Conference on Communication, Circuits and Signals 2:1027-1031. (Pubitemid 40060969)
7. Carre P, Leman H et al (1998) Denoising of the uterine EHG by an undecimated wavelet transform. IEEE Trans Biomed Eng 45:1104-1114.
8. Mallat S (1998) A wavelet tour of signal processing. Academic, New York.
9. Wachowiak MP, Rash GS et al (2000) Wavelet-based noise removal for biomechanical signals: A comparative study. IEEE Trans Biomed Eng 47:360-368. (Pubitemid 30143412)
10. Andrzejak RG, Lehnertz K et al (2001) Indications of nonlinear deterministic and finite- dimensional structures in time series of brain electrical activity: Dependence on recording region and brain state. Phys Rev E 64:061907.